<div class="md">Hello! I am writing a simple web server using FastAPI but I am struggling trying to identify which are the best practices for writing clean, testable code. Background I come from multiple years of programming in Java, a strongly OOP oriented language. I&#39;ve already made the mistake in the past to write Python code as if it were Java and quickly learned that not everything works for every language. Things are intended to be written a specific way. For what I know, FastAPIs are not intended to be written using Python&#39;s OOP but plain functions. Problem The problem that I am facing is that I don&#39;t see any mechanism for having proper dependency injection when writing an API. A normal layout for a project would be something like: <ul> <li>router files, with annotated methods that defines the paths where the API is listening to.</li> <li>main app that defines the FastAPI object and all the involved routers.</li> </ul> Let&#39;s say that my business logic requires me to access a DB. I could directly have all the code required in my router to create a connection to the DB and get the data I need. However, a good practice is to inject that DB connection into the router itself. That improves testability and removes the responsibility of the router to know anything related to how to connect to a DB, separating concerns. Now, the way FastAPI suggest to do that is by using the `Depends` annotation. The problem with that, is that it requires me to provide the function that will return the object I need. If the dependant knows the function that instantiates the dependency, then there is no inversion of control whatsoever. Even if the function is a getter from a DI container of something like that, I have to be able to inject the container itself into the router&#39;s file. I know that I can use the `dependencies_overrides` method from the FastAPI but that looks to be only for testing. So, which is the best way for achieving this? The router should never know how to instantiate a DB connection, ever. </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/lu_rm"> /u/lu_rm </a> <a href="https://www.reddit.com/r/FastAPI/comments/1rd012r/fastapi_best_practices/">[link]</a> &#32; <a href="https://www.reddit.com/r/FastAPI/comments/1rd012r/fastapi_best_practices/">[comments]</a>

Hello! I am writing a simple web server using FastAPI but I am struggling trying to identify which are the best practices for writing clean, testable code. 
 Background
 I come from multiple years of programming in Java, a strongly OOP oriented language. I've already made the mistake in the past to write Python code as if it were Java and quickly learned that not everything works for every language. Things are intended to be written a specific way.
 For what I know, FastAPIs are not intended to be written using Python's OOP but plain functions. 
 Problem
 The problem that I am facing is that I don't see any mechanism for having proper dependency injection when writing an API. A normal layout for a project would be something like:
  
router files, with annotated methods that defines the paths where the API is listening to.
 main app that defines the FastAPI object and all the involved routers.
  
Let's say that my business logic requires me to access a DB. I could directly have all the code required in my router to create a connection to the DB and get the data I need. However, a good practice is to inject that DB connection into the router itself. That improves testability and removes the responsibility of the router to know anything related to how to connect to a DB, separating concerns.
 Now, the way FastAPI suggest to do that is by using the `Depends` annotation. The problem with that, is that it requires me to provide the function that will return the object I need. If the dependant knows the function that instantiates the dependency, then there is no inversion of control whatsoever. Even if the function is a getter from a DI container of something like that, I have to be able to inject the container itself into the router's file. 
 I know that I can use the `dependencies_overrides` method from the FastAPI but that looks to be only for testing. 
 So, which is the best way for achieving this? The router should never know how to instantiate a DB connection, ever.
    submitted by    /u/lu_rm  
 [link]   [comments]

FastAPI best practices

<div class="md">Stack: <ul> <li>Frontend: React (Vite) + React Router</li> <li>Backend: FastAPI + SQLAlchemy + PostgreSQL</li> <li>Storage: AWS S3 (presigned URLs)</li> <li>OCR: AWS Textract / Google Doc AI (async processing via background tasks/Celery) - not sure what OCR to use yet</li> </ul> Requirements: <ul> <li>2 roles: <code>user</code> (upload docs, review/correct OCR results) and <code>admin</code> (manage users/docs)</li> <li>Users upload PDFs/images → FastAPI queues OCR → polls for results</li> <li>Need to protect file download URLs (S3 presigned URLs generated by FastAPI)</li> </ul> Options I&#39;m considering: <ol> <li>Clerk — Handles auth UI, JWT verification, role management. FastAPI just verifies Clerk JWTs. Concern: vendor lock-in, but saves me building registration/email verification.</li> <li>FastAPI-Users — Custom JWT with this library. Full control, but I build registration/password reset/email flows.</li> <li>Auth0/Firebase Auth — Middle ground, but similar lock-in concerns as Clerk.</li> </ol> Questions: <ul> <li>For a first-time FastAPI dev, is Clerk &quot;cheating&quot; or pragmatic? Any gotchas with Clerk + FastAPI file upload flows?</li> <li>If I go custom JWT, any recommended libraries beyond FastAPI-Users?</li> <li>How do you handle role-based access in FastAPI? Decorators vs dependency injection?</li> </ul> Thanks! </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Sudden_Breakfast_358"> /u/Sudden_Breakfast_358 </a> <a href="https://www.reddit.com/r/FastAPI/comments/1rediij/building_a_document_ocr_system_with_fastapi_for/">[link]</a> &#32; <a href="https://www.reddit.com/r/FastAPI/comments/1rediij/building_a_document_ocr_system_with_fastapi_for/">[comments]</a>

Stack:
  
Frontend: React (Vite) + React Router
 Backend: FastAPI + SQLAlchemy + PostgreSQL
 Storage: AWS S3 (presigned URLs)
 OCR: AWS Textract / Google Doc AI (async processing via background tasks/Celery) - not sure what OCR to use yet
  
Requirements:
  
2 roles: user (upload docs, review/correct OCR results) and admin (manage users/docs)
 Users upload PDFs/images → FastAPI queues OCR → polls for results
 Need to protect file download URLs (S3 presigned URLs generated by FastAPI)
  
Options I'm considering:
  
Clerk — Handles auth UI, JWT verification, role management. FastAPI just verifies Clerk JWTs. Concern: vendor lock-in, but saves me building registration/email verification.
 FastAPI-Users — Custom JWT with this library. Full control, but I build registration/password reset/email flows.
 Auth0/Firebase Auth — Middle ground, but similar lock-in concerns as Clerk.
  
Questions:
  
For a first-time FastAPI dev, is Clerk "cheating" or pragmatic? Any gotchas with Clerk + FastAPI file upload flows?
 If I go custom JWT, any recommended libraries beyond FastAPI-Users?
 How do you handle role-based access in FastAPI? Decorators vs dependency injection?
  
Thanks!
    submitted by    /u/Sudden_Breakfast_358  
 [link]   [comments]

Building a document OCR system with FastAPI for the first time and debating auth approaches. Would appreciate community input.

<div class="md">Hello Fastapi community, this is not directly specifically linked to fastapi but mostly useful for people who are using any async eco system in python. i have built lightweight utility to detect what is blocking the python asyncio event loop. <ul> <li>github/source code: <a href="https://github.com/amzker/loopsentry">https://github.com/amzker/loopsentry</a></li> <li>html report here: <a href="https://htmlpreview.github.io/?https://github.com/amzker/loopsentry/blob/master/examples/report.html">https://htmlpreview.github.io/?https://github.com/amzker/loopsentry/blob/master/examples/report.html</a></li> </ul> 2 years ago when i was still beginner in asyncio , i had nightmarish experience in understanding why my application suddenly pauses everything, i had to spent 3-4 nights awake to understand and monkey patch essentially via asyncio.to_thread and semaphores to get to the breathing point. it was hell. at that time i did not find any utils for this which can find me what is blocking my eventloop. and this year i got one project when that developer left and man it was same story everything is blocking in name of colored async function. so today i built this. to reduce the pain of debugging async application. project is pretty straight forward. you get depth report of what is blocking and exactly where it is blocking , is the blocking in library you use? or in your actual code, is this logic block etc... , what was CPU , RAM and gc at that time and also allows you to capture arguments at runtime. ps: idk if this is correct subreddit for this post , but main reason for loopsentry was i was making apis using fastapi , so thought to share here </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Amzker"> /u/Amzker </a> <a href="https://www.reddit.com/r/FastAPI/comments/1ri7c2n/loopsentry_detect_who_is_blocking_python_asyncio/">[link]</a> &#32; <a href="https://www.reddit.com/r/FastAPI/comments/1ri7c2n/loopsentry_detect_who_is_blocking_python_asyncio/">[comments]</a>

Hello Fastapi community, this is not directly specifically linked to fastapi but mostly useful for people who are using any async eco system in python.
 i have built lightweight utility to detect what is blocking the python asyncio event loop.
  
github/source code: https://github.com/amzker/loopsentry
 
html report here: https://htmlpreview.github.io/?https://github.com/amzker/loopsentry/blob/master/examples/report.html
 
 2 years ago when i was still beginner in asyncio , i had nightmarish experience in understanding why my application suddenly pauses everything, i had to spent 3-4 nights awake to understand and monkey patch essentially via asyncio.to_thread and semaphores to get to the breathing point. it was hell. at that time i did not find any utils for this which can find me what is blocking my eventloop. and this year i got one project when that developer left and man it was same story everything is blocking in name of colored async function. so today i built this. to reduce the pain of debugging async application.
 project is pretty straight forward. you get depth report of what is blocking and exactly where it is blocking , is the blocking in library you use? or in your actual code, is this logic block etc... , what was CPU , RAM and gc at that time and also allows you to capture arguments at runtime.
 ps: idk if this is correct subreddit for this post , but main reason for loopsentry was i was making apis using fastapi , so thought to share here
    submitted by    /u/Amzker  
 [link]   [comments]

LoopSentry: Detect who is blocking python asyncio eventloop

<div class="md">I&#39;m waiting for your answers. Thanks in advance. </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Desperate-Glass-1447"> /u/Desperate-Glass-1447 </a> <a href="https://www.reddit.com/r/FastAPI/comments/1relfb4/is_it_possible_to_learn_enough_from_just_the/">[link]</a> &#32; <a href="https://www.reddit.com/r/FastAPI/comments/1relfb4/is_it_possible_to_learn_enough_from_just_the/">[comments]</a>

I'm waiting for your answers. Thanks in advance.
    submitted by    /u/Desperate-Glass-1447  
 [link]   [comments]

Is it possible to learn enough from just the FastApi documentation to get a job?

<table> <tr><td> <a href="https://www.reddit.com/r/FastAPI/comments/1rfm2zl/we_built_a_selfhosted_observability_dashboard_for/"> <img src="https://external-preview.redd.it/e4lRqInYX9EuA3yddY4mFpAXBUBASi4Ro8nsX5GHR54.png?width=140&amp;height=70&amp;auto=webp&amp;s=72b6225248573d548869f8cbd940ff532743fdb5" alt="We built a self-hosted observability dashboard for AI agents — one flag to enable, zero external dependencies using FASTAPI" title="We built a self-hosted observability dashboard for AI agents — one flag to enable, zero external dependencies using FASTAPI" /> </a> </td><td> <div class="md">We&#39;ve been building <a href="https://github.com/definableai/definable.ai">https://github.com/definableai/definable.ai</a>, an open-source Python framework built on fastapi for building AI agents. One thing that kept burning us during development: you can&#39;t debug what you can&#39;t see. Most agent frameworks treat observability as an afterthought — &quot;just send your traces to LangSmith/Arize and figure it out. <a href="https://youtu.be/WbmNBprJFzg">https://youtu.be/WbmNBprJFzg</a> We wanted something different: observability that&#39;s built into the execution pipeline itself, not bolted on top Here&#39;s what we shipped: One flag. That&#39;s it. <pre><code>from definable.agent import Agent agent = Agent( model=&quot;openai/gpt-4o&quot;, tools=[get_weather, calculate], observability=True, # &lt;- this line ) agent.serve(enable_server=True, port=8002) # Dashboard live at http://localhost:8002/obs/ </code></pre> No API keys. No cloud accounts. No docker-compose for a metrics stack. Just a self-contained dashboard served alongside your agent. What you get - Live event stream : SSE-powered, real-time. Every model call, tool execution, knowledge retrieval, memory recall - 60+ event types streaming as they happen. - Token &amp; cost accounting: Per-run and aggregate. See exactly where your budget is going. - Latency percentiles: p50, p95, p99 across all your runs. Spot regressions instantly. - Per-tool analytics: Which tools get called most? Which ones error? What&#39;s the avg execution time? - Run replay: Click into any historical run and step through it turn-by-turn. - Run comparison Side-by-side diff of two runs. Changed prompts? Different tool calls? See it immediately. - Timeline charts: Token consumption, costs, and error rates over time (5min/30min/hour/day buckets). Why not just use LangSmith/Phoenix? - Self-hosted — Your data never leaves your machine. No vendor lock-in. - Zero-config — No separate infra. No collector processes. One Python flag. - Built into the pipeline — Events are emitted from inside the 8-phase execution pipeline, not patched on via monkey-patching or OTEL instrumentation. - Protocol-based: Write a 3-method class to export to any backend. No SDKs to install. We&#39;re not trying to replace full-blown APM systems. If you need enterprise dashboards with RBAC and retention policies, use those. But if you&#39;re a developer building an agent and you just want to *see what&#39;s happening* — this is for you. Repo: <a href="https://github.com/definableai/definable.ai">https://github.com/definableai/definable.ai</a> its still in early stages, so might have bugs I am the only one who is maintaining it, looking for maintainers right now. Happy to answer questions about the architecture or take feedback. </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/anandesh-sharma"> /u/anandesh-sharma </a> <a href="https://www.reddit.com/r/FastAPI/comments/1rfm2zl/we_built_a_selfhosted_observability_dashboard_for/">[link]</a> &#32; <a href="https://www.reddit.com/r/FastAPI/comments/1rfm2zl/we_built_a_selfhosted_observability_dashboard_for/">[comments]</a> </td></tr></table>

We've been building https://github.com/definableai/definable.ai, an open-source Python framework built on fastapi for building AI agents. One thing that kept burning us during development: you can't debug what you can't see. Most agent frameworks treat observability as an afterthought — "just send your traces to LangSmith/Arize and figure it out.
 https://youtu.be/WbmNBprJFzg
 We wanted something different: observability that's built into the execution pipeline itself, not bolted on top
 Here's what we shipped:
 One flag. That's it.
 from definable.agent import Agent agent = Agent( model="openai/gpt-4o", tools=[get_weather, calculate], observability=True, # <- this line ) agent.serve(enable_server=True, port=8002) # Dashboard live at http://localhost:8002/obs/ 
 No API keys. No cloud accounts. No docker-compose for a metrics stack. Just a self-contained dashboard served alongside your agent.
 What you get
 - Live event stream : SSE-powered, real-time. Every model call, tool execution, knowledge retrieval, memory recall - 60+ event types streaming as they happen.
 - Token & cost accounting: Per-run and aggregate. See exactly where your budget is going.
 - Latency percentiles: p50, p95, p99 across all your runs. Spot regressions instantly.
 - Per-tool analytics: Which tools get called most? Which ones error? What's the avg execution time?
 - Run replay: Click into any historical run and step through it turn-by-turn.
 - Run comparison Side-by-side diff of two runs. Changed prompts? Different tool calls? See it immediately.
 - Timeline charts: Token consumption, costs, and error rates over time (5min/30min/hour/day buckets).
 Why not just use LangSmith/Phoenix?
 - Self-hosted — Your data never leaves your machine. No vendor lock-in.
 - Zero-config — No separate infra. No collector processes. One Python flag.
 - Built into the pipeline — Events are emitted from inside the 8-phase execution pipeline, not patched on via monkey-patching or OTEL instrumentation.
 - Protocol-based: Write a 3-method class to export to any backend. No SDKs to install.
 We're not trying to replace full-blown APM systems. If you need enterprise dashboards with RBAC and retention policies, use those. But if you're a developer building an agent and you just want to *see what's happening* — this is for you.
 Repo: https://github.com/definableai/definable.ai
 its still in early stages, so might have bugs I am the only one who is maintaining it, looking for maintainers right now.
 Happy to answer questions about the architecture or take feedback.
 submitted by /u/anandesh-sharma 
 [link] [comments]

We built a self-hosted observability dashboard for AI agents — one flag to enable, zero external dependencies using FASTAPI

<table> <tr><td> <a href="https://www.reddit.com/r/FastAPI/comments/1rh5l2s/fastapi_launched_an_official_vscode_extension_2/"> <img src="https://external-preview.redd.it/IPiUS5HNnu-43VJWRDUyI8mjM8f8DyRnoFarr0Lrk_s.png?width=640&amp;crop=smart&amp;auto=webp&amp;s=d6c4247a5c15f0e5cb50283856b3d6e784753094" alt="FastAPI launched an official VSCode extension 2 days ago. Here's the Neovim port, already done" title="FastAPI launched an official VSCode extension 2 days ago. Here's the Neovim port, already done" /> </a> </td><td> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Senior_Mastodon5944"> /u/Senior_Mastodon5944 </a> <a href="/r/neovim/comments/1rgc3ca/fastapi_launched_an_official_vscode_extension/">[link]</a> &#32; <a href="https://www.reddit.com/r/FastAPI/comments/1rh5l2s/fastapi_launched_an_official_vscode_extension_2/">[comments]</a> </td></tr></table>

submitted by    /u/Senior_Mastodon5944  
 [link]   [comments]

FastAPI launched an official VSCode extension 2 days ago. Here's the Neovim port, already done

<div class="md">I’m building a backend for a package tracking system with FastAPI and I was wondering what would be considered the best option for the front end specifically the mobile app based on what you’ve worked on in the past. I’m already leaning towards React but wanted to know what issues others may have faced. This would be my first time working with React. </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/eleventhSun009"> /u/eleventhSun009 </a> <a href="https://www.reddit.com/r/FastAPI/comments/1riewpm/front_end_options_for_my_api/">[link]</a> &#32; <a href="https://www.reddit.com/r/FastAPI/comments/1riewpm/front_end_options_for_my_api/">[comments]</a>

I’m building a backend for a package tracking system with FastAPI and I was wondering what would be considered the best option for the front end specifically the mobile app based on what you’ve worked on in the past. I’m already leaning towards React but wanted to know what issues others may have faced. This would be my first time working with React. 
    submitted by    /u/eleventhSun009  
 [link]   [comments]

Front end options for my API

<table> <tr><td> <a href="https://www.reddit.com/r/FastAPI/comments/1rh7f1k/why_my_terminals_getting_stuck_randomly/"> <img src="https://preview.redd.it/ubzl03g3l9mg1.png?width=640&amp;crop=smart&amp;auto=webp&amp;s=1541d350e5e3f105ce1351400021ce5b42b1cfd2" alt="Why my terminals getting stuck randomly" title="Why my terminals getting stuck randomly" /> </a> </td><td> &#32; submitted by &#32; <a href="https://www.reddit.com/user/subisuresh"> /u/subisuresh </a> <a href="https://i.redd.it/ubzl03g3l9mg1.png">[link]</a> &#32; <a href="https://www.reddit.com/r/FastAPI/comments/1rh7f1k/why_my_terminals_getting_stuck_randomly/">[comments]</a> </td></tr></table>

submitted by    /u/subisuresh  
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Why my terminals getting stuck randomly

<div class="md">c&#39;è qualcuno che cerca altri con cui fare progetti per imparare? </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Heavy_Association633"> /u/Heavy_Association633 </a> <a href="https://www.reddit.com/r/FastAPI/comments/1rh5biu/collaborare_tra_programmatori/">[link]</a> &#32; <a href="https://www.reddit.com/r/FastAPI/comments/1rh5biu/collaborare_tra_programmatori/">[comments]</a>

c'è qualcuno che cerca altri con cui fare progetti per imparare?
    submitted by    /u/Heavy_Association633  
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Collaborare tra programmatori

<div class="md"><a href="https://www.stacktco.com/py/ecosystems/fastapi/trends">https://www.stacktco.com/py/ecosystems/fastapi/trends</a> Is this useful? </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Entrance_Brave"> /u/Entrance_Brave </a> <a href="https://www.reddit.com/r/FastAPI/comments/1rf63ai/track_trending_fastapi_packages_on_stacktco/">[link]</a> &#32; <a href="https://www.reddit.com/r/FastAPI/comments/1rf63ai/track_trending_fastapi_packages_on_stacktco/">[comments]</a>

https://www.stacktco.com/py/ecosystems/fastapi/trends
 Is this useful?
    submitted by    /u/Entrance_Brave  
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Track trending FastAPI packages on StackTCO

<div class="md">I&#39;m a self-taught programmer, and I&#39;m wondering where I can join to get noticed and find work easier both in Russia and abroad. For example, LinkedIn doesn&#39;t allow me because of restrictions, so where else can I go? </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Desperate-Glass-1447"> /u/Desperate-Glass-1447 </a> <a href="https://www.reddit.com/r/FastAPI/comments/1rj2aoe/where_do_i_need_to_be_to_get_a_job/">[link]</a> &#32; <a href="https://www.reddit.com/r/FastAPI/comments/1rj2aoe/where_do_i_need_to_be_to_get_a_job/">[comments]</a>

I'm a self-taught programmer, and I'm wondering where I can join to get noticed and find work easier both in Russia and abroad. For example, LinkedIn doesn't allow me because of restrictions, so where else can I go?
    submitted by    /u/Desperate-Glass-1447  
 [link]   [comments]

Where do I need to be to get a job?

<div class="md">Hi all, I want to know what solution or library you use to secure your code from on customer server deployment modification or accessing source code? like any obfuscation and compiling libraries preferred in this subject? Thanks </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/COD_0xb0"> /u/COD_0xb0 </a> <a href="https://www.reddit.com/r/FastAPI/comments/1rieeuj/how_to_secure_your_code_on_customer_server/">[link]</a> &#32; <a href="https://www.reddit.com/r/FastAPI/comments/1rieeuj/how_to_secure_your_code_on_customer_server/">[comments]</a>

Hi all,
 I want to know what solution or library you use to secure your code from on customer server deployment modification or accessing source code? like any obfuscation and compiling libraries preferred in this subject?
 Thanks
    submitted by    /u/COD_0xb0  
 [link]   [comments]

How to secure your code on customer server deployment?

&#32; submitted by &#32; <a href="https://www.reddit.com/user/Powerful_Raccoon_05"> /u/Powerful_Raccoon_05 </a> <a href="/r/learnmachinelearning/comments/1rcz8mf/need_helpp/">[link]</a> &#32; <a href="https://www.reddit.com/r/FastAPI/comments/1rcz9kb/need_helpp/">[comments]</a>

submitted by    /u/Powerful_Raccoon_05  
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Need helpp!!!

<div class="md">I&#39;m a self-taught programmer, and I&#39;m wondering where I can join to get noticed and find work easier both in Russia and abroad. For example, LinkedIn doesn&#39;t allow me because of restrictions, so where else can I go? </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Desperate-Glass-1447"> /u/Desperate-Glass-1447 </a> <a href="https://www.reddit.com/r/FastAPI/comments/1rj23v6/where_is_the_best_place_to_find_a_job/">[link]</a> &#32; <a href="https://www.reddit.com/r/FastAPI/comments/1rj23v6/where_is_the_best_place_to_find_a_job/">[comments]</a>

Where is the best place to find a job?

<div class="md">Hey everyone, I got tired of long-running MCP tools getting killed by Vercel/AWS 30-second hard timeouts, so I built MCP BridgeKit. It automatically queues any tool that takes &gt;25s, returns a job_id instantly, and pushes the result back via SSE or webhook when it’s done. Key features: • Per-user isolated MCP sessions • Tool list caching • Live HTMX dashboard • Works with any stdio MCP server (including your own AWS one) • Embed in just 5 lines Product Hunt pre-launch page: <a href="https://www.producthunt.com/products/mcp-bridgekit-survive-30s-timeouts">https://www.producthunt.com/products/mcp-bridgekit-survive-30s-timeouts</a> GitHub: <a href="https://github.com/mkbhardwas12/mcp-bridgekit">https://github.com/mkbhardwas12/mcp-bridgekit</a> Would love honest feedback or ideas from people who are actually using MCP in production. Thanks! </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/AdditionalAnything43"> /u/AdditionalAnything43 </a> <a href="https://www.reddit.com/r/FastAPI/comments/1rierau/mcp_bridgekit_survive_the_30s_vercelaws_timeout/">[link]</a> &#32; <a href="https://www.reddit.com/r/FastAPI/comments/1rierau/mcp_bridgekit_survive_the_30s_vercelaws_timeout/">[comments]</a>

Hey everyone,
 I got tired of long-running MCP tools getting killed by Vercel/AWS 30-second hard timeouts, so I built MCP BridgeKit.
 It automatically queues any tool that takes >25s, returns a job_id instantly, and pushes the result back via SSE or webhook when it’s done.
 Key features:
 • Per-user isolated MCP sessions
 • Tool list caching
 • Live HTMX dashboard
 • Works with any stdio MCP server (including your own AWS one)
 • Embed in just 5 lines
 Product Hunt pre-launch page: 
 https://www.producthunt.com/products/mcp-bridgekit-survive-30s-timeouts
 GitHub: https://github.com/mkbhardwas12/mcp-bridgekit
 Would love honest feedback or ideas from people who are actually using MCP in production.
 Thanks!
    submitted by    /u/AdditionalAnything43  
 [link]   [comments]

MCP BridgeKit – Survive the 30s Vercel/AWS Timeout Wall with Any stdio MCP Tool

<table> <tr><td> <a href="https://www.reddit.com/r/FastAPI/comments/1ri728l/a_new_pypi_package_fastapipowered_api_to_manage/"> <img src="https://external-preview.redd.it/E4NmtN4cDwae9GhiFeHDHNprQuYiBoBYpJqr1QzMGTI.png?width=640&amp;crop=smart&amp;auto=webp&amp;s=789038501665817cac897f268df95584aebe5edb" alt="A New PyPI Package: FastAPI-powered API to Manage Dokku Server" title="A New PyPI Package: FastAPI-powered API to Manage Dokku Server" /> </a> </td><td> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Old-Manufacturer6209"> /u/Old-Manufacturer6209 </a> <a href="/r/FastAPIShare/comments/1ri70m7/a_new_open_source_fastapipowered_api_to_manage/">[link]</a> &#32; <a href="https://www.reddit.com/r/FastAPI/comments/1ri728l/a_new_pypi_package_fastapipowered_api_to_manage/">[comments]</a> </td></tr></table>

submitted by    /u/Old-Manufacturer6209  
 [link]   [comments]

A New PyPI Package: FastAPI-powered API to Manage Dokku Server

<div class="md">Ciao a tutti! 👋 Spesso noi dev abbiamo un sacco di idee fantastiche per dei progetti, ma ci mancano le persone giuste con cui realizzarle. Oppure, al contrario, vogliamo fare pratica con un nuovo stack ma non sappiamo a quale progetto unirci. Per risolvere questo problema, negli ultimi mesi ho sviluppato da zero e appena lanciato CodekHub. Cos&#39;è e cosa fa? È un hub pensato per connettere programmatori. Le funzionalità principali sono: 🔍 Dev Matchmaking &amp; Skill: Inserisci il tuo stack tecnologico e trova sviluppatori con competenze complementari o progetti che cercano esattamente le tue skill. 🛠️ Gestione Progetti: Puoi proporre la tua idea, definire i ruoli che ti mancano e accettare le candidature degli altri utenti. 💬 Workspace &amp; Chat Real-Time: Ogni team formato ha un suo spazio dedicato con una chat in tempo reale per coordinare i lavori. 🏆 Reputazione (Hall of Fame): Lavorando ai progetti si ottengono recensioni e punti reputazione. L&#39;idea è di usarlo anche come una sorta di portfolio attivo per dimostrare che si sa lavorare in team. L&#39;app è live e gratuita. Essendo il &quot;Day 1&quot; (l&#39;ho letteralmente appena messa online su DigitalOcean), mi piacerebbe un sacco ricevere i vostri feedback. 🔗 Link: <a href="https://www.codekhub.it">https://www.codekhub.it</a> Grazie mille in anticipo a chiunque ci darà un&#39;occhiata e buon coding a tutti! </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Heavy_Association633"> /u/Heavy_Association633 </a> <a href="https://www.reddit.com/r/FastAPI/comments/1rh1cvb/ho_creato_codekhub_una_piattaforma_per_aiutare_i/">[link]</a> &#32; <a href="https://www.reddit.com/r/FastAPI/comments/1rh1cvb/ho_creato_codekhub_una_piattaforma_per_aiutare_i/">[comments]</a>

Ciao a tutti! 👋
 Spesso noi dev abbiamo un sacco di idee fantastiche per dei progetti, ma ci mancano le persone giuste con cui realizzarle. Oppure, al contrario, vogliamo fare pratica con un nuovo stack ma non sappiamo a quale progetto unirci.
 Per risolvere questo problema, negli ultimi mesi ho sviluppato da zero e appena lanciato CodekHub.
 Cos'è e cosa fa?
 È un hub pensato per connettere programmatori. Le funzionalità principali sono:
 🔍 Dev Matchmaking & Skill: Inserisci il tuo stack tecnologico e trova sviluppatori con competenze complementari o progetti che cercano esattamente le tue skill.
 🛠️ Gestione Progetti: Puoi proporre la tua idea, definire i ruoli che ti mancano e accettare le candidature degli altri utenti.
 💬 Workspace & Chat Real-Time: Ogni team formato ha un suo spazio dedicato con una chat in tempo reale per coordinare i lavori.
 🏆 Reputazione (Hall of Fame): Lavorando ai progetti si ottengono recensioni e punti reputazione. L'idea è di usarlo anche come una sorta di portfolio attivo per dimostrare che si sa lavorare in team.
 L'app è live e gratuita. Essendo il "Day 1" (l'ho letteralmente appena messa online su DigitalOcean), mi piacerebbe un sacco ricevere i vostri feedback.
 🔗 Link: https://www.codekhub.it
 Grazie mille in anticipo a chiunque ci darà un'occhiata e buon coding a tutti! 
    submitted by    /u/Heavy_Association633  
 [link]   [comments]

Ho creato CodekHub, una piattaforma per aiutare i dev a trovare team e collaborare a side-projects! È live ora!

<div class="md">Sto sviluppando una piattaforma che permette a sviluppatori e studenti di ingegneria di collaborare facilmente a nuovi progetti. Visto che sono circa a metà volevo sapere a quanti di voi potrebbe interessare. È una specie di social per programmatori con matchmaking per nuovi progetti di studio o reali. E ranking basato su recensioni. Fatemi sapere se la usereste💪 </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Heavy_Association633"> /u/Heavy_Association633 </a> <a href="https://www.reddit.com/r/FastAPI/comments/1rdpqih/piattaforma_per_programmatori/">[link]</a> &#32; <a href="https://www.reddit.com/r/FastAPI/comments/1rdpqih/piattaforma_per_programmatori/">[comments]</a>

Sto sviluppando una piattaforma che permette a sviluppatori e studenti di ingegneria di collaborare facilmente a nuovi progetti. Visto che sono circa a metà volevo sapere a quanti di voi potrebbe interessare. È una specie di social per programmatori con matchmaking per nuovi progetti di studio o reali. E ranking basato su recensioni. Fatemi sapere se la usereste💪
    submitted by    /u/Heavy_Association633  
 [link]   [comments]

Piattaforma per programmatori

<div class="md">Ciao ragazzi, per risolvere un problema concreto, cioè noi programmatori che magari molte volte non riusciamo a trovare persone interessate a collaborare con noi, ho sviluppato da zero una piattaforma concreta che risolve questo problema. <a href="http://www.codekhub.it">www.codekhub.it</a> È un social per programmare, dove puoi creare progetti, invitare persone, recensioni, matchmaking con programmatori etc. La piattaforma è già online mi farebbe un sacco piacere sapere cosa ne pensate. Si sono già iscritte una decina di persone. </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Heavy_Association633"> /u/Heavy_Association633 </a> <a href="https://www.reddit.com/r/FastAPI/comments/1rhtgtq/cerchi_qualcuno_con_cui_sviluppare/">[link]</a> &#32; <a href="https://www.reddit.com/r/FastAPI/comments/1rhtgtq/cerchi_qualcuno_con_cui_sviluppare/">[comments]</a>

Ciao ragazzi, per risolvere un problema concreto, cioè noi programmatori che magari molte volte non riusciamo a trovare persone interessate a collaborare con noi, ho sviluppato da zero una piattaforma concreta che risolve questo problema. 
 www.codekhub.it
 È un social per programmare, dove puoi creare progetti, invitare persone, recensioni, matchmaking con programmatori etc.
 La piattaforma è già online mi farebbe un sacco piacere sapere cosa ne pensate. Si sono già iscritte una decina di persone.
    submitted by    /u/Heavy_Association633  
 [link]   [comments]

Cerchi qualcuno con cui sviluppare?

<div class="md">I took idea from major social media platforms and combine them to make one platform to rule them all. This platform is like middle ground. More advance and customizable than page easier to maintain than website. I call it webplace. A virtual place. That is why the name of the site is esohor.com. In my native language &#39;sohor&#39; means city. So in a virtual city (esohor) every user has a virtual place. In esohor everything is place even an user is a place. The handle is like <code>p/place_name</code>, <code>p/username</code>. Think about real city, nothing can happen without a place. You have a home, a business have a dedicated place, same goes to grocery store, law firm, hospital etc. Whatever you see in a city you will see it in esohor as it is a virtual city. Overengineered control system is there to help modify a place to suit user need. This control system equiped with a subset of python. There are 41 controls to modify place. Basic on off switch is there. But an advance user can use script. For example you want only verified user can see your coverphoto, so apply script on <code>coverphoto_visible</code> control <code> if not G.identity_verified: return False </code> There are more than 15 points about a user (in G variable, e.g: created, member, username, tag, flair, post_count etc) is available for a place to apply fine grained control. There are some controls like <code>entity</code>, <code>professional</code>, <code>developer</code> etc to turn a place into specialized place. A lawer can accept online payment if they register their info as professional lawer. A developer can publish games or software. A school can open their place by registering as <code>entity</code>. This controls are still under development but ground work is complete. Overengineered permission system to allow fine grained control of a member&#39;s permission within your place. You can assign role who can be admin, mod or user. On top of that you can script control 28 types of permission of a member. Overengineered markdown to create nice post or your place landing page. There is basic markdown, but i added some more like <code>[.b]</code>, <code>[.math]</code>, <code>[.code]</code> etc to allow html and css formating, math rendering, and code highlighting. For example for red colored text can be written like this <code>[.b:color:#f00]Red text using css[./]</code>. A post has 22 overengineered controls too. For example <code>misleading</code> control to mark a post as misleading. A test article written using those method <a href="https://esohor.com/p/SchoolMath/post?p=cube-0kZJEJWO4O">https://esohor.com/p/SchoolMath/post?p=cube-0kZJEJWO4O</a> There is a chating system too, it is not overengineered but use indexeddb to store message. Esohor delete all message from server after 30 days but if user cache is not clean they have access to those message because it is locally available. Esohor is hosted in shared hosting plan, because of financial reason. So it may crumble under load. I want a social media platform which serve human. A social media platform which will respect user data and privacy. A online place where people can enjoy there time. Will not fall in propaganda or any harmful aspect of social media. I will try my best to make it happen, As a solo developer I can not do everything right. There can be some mistake as most of the things in esohor is handmade. I want some user from this subreddit to test my website. Test security issues. Common mistake anything you can do will be appreciated. Things you want to see in esohor you can tell me here too. My place is <code>p/one</code> , you can message me there too. I am sorry, I can not share the source code now. I am currently in extremely weak position financially, no job (if you have remote job tell me), no money. My plan is to earn some money by opening verified place for some local business who does not have capacity to open/maintain full blown website. If it fail i will open source it, because there is no point of it being closed source. If it success then i will open source it too, because then i will be out off deep pit of poverty. </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/owl_000"> /u/owl_000 </a> <a href="https://www.reddit.com/r/flask/comments/1riop73/using_flask_i_created_overengineered_social_media/">[link]</a> &#32; <a href="https://www.reddit.com/r/flask/comments/1riop73/using_flask_i_created_overengineered_social_media/">[comments]</a>

I took idea from major social media platforms and combine them to make one platform to rule them all. This platform is like middle ground. More advance and customizable than page easier to maintain than website.
 I call it webplace. A virtual place. That is why the name of the site is esohor.com. In my native language 'sohor' means city.
 So in a virtual city (esohor) every user has a virtual place. In esohor everything is place even an user is a place. The handle is like p/place_name, p/username. Think about real city, nothing can happen without a place. You have a home, a business have a dedicated place, same goes to grocery store, law firm, hospital etc. Whatever you see in a city you will see it in esohor as it is a virtual city.
 Overengineered control system is there to help modify a place to suit user need. This control system equiped with a subset of python. There are 41 controls to modify place. Basic on off switch is there. But an advance user can use script. For example you want only verified user can see your coverphoto, so apply script on coverphoto_visible control
  if not G.identity_verified: return False 
 There are more than 15 points about a user (in G variable, e.g: created, member, username, tag, flair, post_count etc) is available for a place to apply fine grained control.
 There are some controls like entity, professional, developer etc to turn a place into specialized place. A lawer can accept online payment if they register their info as professional lawer. A developer can publish games or software. A school can open their place by registering as entity. This controls are still under development but ground work is complete.
 Overengineered permission system to allow fine grained control of a member's permission within your place. You can assign role who can be admin, mod or user. On top of that you can script control 28 types of permission of a member. 
 Overengineered markdown to create nice post or your place landing page. There is basic markdown, but i added some more like [.b], [.math], [.code] etc to allow html and css formating, math rendering, and code highlighting. For example for red colored text can be written like this [.b:color:#f00]Red text using css[./]. A post has 22 overengineered controls too. For example misleading control to mark a post as misleading.
 A test article written using those method https://esohor.com/p/SchoolMath/post?p=cube-0kZJEJWO4O
 There is a chating system too, it is not overengineered but use indexeddb to store message. Esohor delete all message from server after 30 days but if user cache is not clean they have access to those message because it is locally available. Esohor is hosted in shared hosting plan, because of financial reason. So it may crumble under load.
 I want a social media platform which serve human. A social media platform which will respect user data and privacy. A online place where people can enjoy there time. Will not fall in propaganda or any harmful aspect of social media. I will try my best to make it happen,
 As a solo developer I can not do everything right. There can be some mistake as most of the things in esohor is handmade. I want some user from this subreddit to test my website. Test security issues. Common mistake anything you can do will be appreciated. Things you want to see in esohor you can tell me here too. My place is p/one , you can message me there too.
 I am sorry, I can not share the source code now. I am currently in extremely weak position financially, no job (if you have remote job tell me), no money. My plan is to earn some money by opening verified place for some local business who does not have capacity to open/maintain full blown website. If it fail i will open source it, because there is no point of it being closed source. If it success then i will open source it too, because then i will be out off deep pit of poverty.
    submitted by    /u/owl_000  
 [link]   [comments]

Using flask I created overengineered social media platform to rule them all.

<table> <tr><td> <a href="https://www.reddit.com/r/flask/comments/1rgvxbo/python_app_that_converts_rss_feeds_into_automatic/"> <img src="https://external-preview.redd.it/SyXDz33T3lMg2KVdyT3MLV5bQXDVORb--8kf3fh-j20.png?width=640&amp;crop=smart&amp;auto=webp&amp;s=8ae90b74f2a73f9c1759331f2fb34ab5e3058653" alt="Python app that converts RSS feeds into automatic Mastodon posts (RSS to Mastodon)" title="Python app that converts RSS feeds into automatic Mastodon posts (RSS to Mastodon)" /> </a> </td><td> &#32; submitted by &#32; <a href="https://www.reddit.com/user/apt-xsukax"> /u/apt-xsukax </a> <a href="/r/Mastodon/comments/1rgvvv2/python_app_that_converts_rss_feeds_into_automatic/">[link]</a> &#32; <a href="https://www.reddit.com/r/flask/comments/1rgvxbo/python_app_that_converts_rss_feeds_into_automatic/">[comments]</a> </td></tr></table>

submitted by    /u/apt-xsukax  
 [link]   [comments]

Python app that converts RSS feeds into automatic Mastodon posts (RSS to Mastodon)

<table> <tr><td> <a href="https://www.reddit.com/r/flask/comments/1rele1n/built_a_full_productivity_rpg_with_flask_feedback/"> <img src="https://preview.redd.it/xpsuvtshoolg1.jpeg?width=640&amp;crop=smart&amp;auto=webp&amp;s=bcf4f77a321fea116b4b1f318e3b1d6174aa20b4" alt="Built a full productivity RPG with Flask - feedback on architecture?" title="Built a full productivity RPG with Flask - feedback on architecture?" /> </a> </td><td> <div class="md"><pre><code>I&#39;m 15 and just built my first real Flask project - a self-hosted dashboard that gamifies productivity. It tracks 46+ daily activities (workouts, coding, budget, etc.) and awards points/XP like an RPG. Built it because Habitica was too clunky and I wanted something that actually felt fun to use. Tech stack: - Flask 3.0 backend - SQLite database (migrated from JSON) - Vanilla JavaScript frontend - ~1,600 lines Python, ~1,300 lines JS Current features: - REST API (12+ endpoints) - Character stats with XP/leveling - Streak system with multipliers - Combo detection (15 chains, auto-awards bonus points) - Budget tracker - Workout logger - Python Skill Tree (track coding sessions with separate XP system) - Past date logging (backfill missed days, future dates blocked) Recent additions: - Date picker in quest form - can log for yesterday or any past date - Python skill progression (4 task types: Practice, Tutorial, Project, Problem Solving) - 15 activity combos with auto-detection - SQLite with migration script from JSON GitHub: https://github.com/E-Ecstacy/warrior-dashboard Specific questions: 1. My API structure - everything is in one app.py file (~1,700 lines). Is this reasonable or should I split into blueprints? 2. Date handling - I&#39;m validating past dates server-side to prevent future logs. Is this the right approach? 3. DatabaseAdapter class abstracts JSON vs SQLite - overkill for single-user or good practice? 4. Session management - currently single-user. Best approach to add multi-user without over-engineering? Code isn&#39;t perfect but it works and I use it daily. Would love feedback on what I should improve vs what&#39;s fine for this stage. Screenshots in the GitHub README. </code></pre> </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Zealousideal_Set9862"> /u/Zealousideal_Set9862 </a> <a href="https://i.redd.it/xpsuvtshoolg1.jpeg">[link]</a> &#32; <a href="https://www.reddit.com/r/flask/comments/1rele1n/built_a_full_productivity_rpg_with_flask_feedback/">[comments]</a> </td></tr></table>

I'm 15 and just built my first real Flask project - a self-hosted dashboard that gamifies productivity. It tracks 46+ daily activities (workouts, coding, budget, etc.) and awards points/XP like an RPG. Built it because Habitica was too clunky and I wanted something that actually felt fun to use. Tech stack: - Flask 3.0 backend - SQLite database (migrated from JSON) - Vanilla JavaScript frontend - ~1,600 lines Python, ~1,300 lines JS Current features: - REST API (12+ endpoints) - Character stats with XP/leveling - Streak system with multipliers - Combo detection (15 chains, auto-awards bonus points) - Budget tracker - Workout logger - Python Skill Tree (track coding sessions with separate XP system) - Past date logging (backfill missed days, future dates blocked) Recent additions: - Date picker in quest form - can log for yesterday or any past date - Python skill progression (4 task types: Practice, Tutorial, Project, Problem Solving) - 15 activity combos with auto-detection - SQLite with migration script from JSON GitHub: https://github.com/E-Ecstacy/warrior-dashboard Specific questions: 1. My API structure - everything is in one app.py file (~1,700 lines). Is this reasonable or should I split into blueprints? 2. Date handling - I'm validating past dates server-side to prevent future logs. Is this the right approach? 3. DatabaseAdapter class abstracts JSON vs SQLite - overkill for single-user or good practice? 4. Session management - currently single-user. Best approach to add multi-user without over-engineering? Code isn't perfect but it works and I use it daily. Would love feedback on what I should improve vs what's fine for this stage. Screenshots in the GitHub README. 
    submitted by    /u/Zealousideal_Set9862  
 [link]   [comments]

Built a full productivity RPG with Flask - feedback on architecture?

<div class="md"><a href="https://preview.redd.it/nqa7rlkzholg1.png?width=440&amp;format=png&amp;auto=webp&amp;s=5e3724b7aec2d9e93fbe75a50d014a6c93fe1d7c">https://preview.redd.it/nqa7rlkzholg1.png?width=440&amp;format=png&amp;auto=webp&amp;s=5e3724b7aec2d9e93fbe75a50d014a6c93fe1d7c</a> django-guardian v3.3.0 Released - Python 3.14 Support, Performance Improvements &amp; Bug Fixes key highlights from the new django-guardian 3.3.0 release: <ul> <li>Python 3.14 Support: Added official support for the upcoming Python 3.14 version.</li> <li>Dropped Python 3.9: In line with modern standards, support for Python 3.9 has been officially dropped.</li> <li>Performance Optimization: Reduced database overhead by saving one query per <code>assign_perm</code> call when using generic permissions.</li> <li>Improved Bulk Operations: Made <code>shortcuts.assign_perm</code> idempotent during bulk operations and ensured bulk removal is consistent with bulk assignment.</li> <li>UUID &amp; Non-standard PK Support: Fixed a bug related to global permissions with UUID hyphens and added better support for objects with non-standard primary keys.</li> <li>Subgroup Permission Checks: Enhanced permission logic to check for subgroups instead of relying solely on direct equality checks.</li> <li>Bug Fixes &amp; Typing: <ul> <li>Fixed argument typing in <code>get_perms_for_model</code>.</li> <li>Resolved an issue where <code>get_perms</code> would return an empty list while <code>get_user_perms</code> returned permissions.</li> <li>Fixed a small typo in the codebase and updated documentation for clarity.</li> </ul></li> <li>Code Quality: Integrated a code coverage system (currently at ~97.7%) and added an &quot;Adopters&quot; section to the documentation.</li> </ul> Check out the full changelog here: <a href="https://github.com/django-guardian/django-guardian/releases/tag/3.3.0">Release logs</a> </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Immediate_Scar5936"> /u/Immediate_Scar5936 </a> <a href="https://www.reddit.com/r/django/comments/1rekd1v/djangoguardian_330_is_released/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1rekd1v/djangoguardian_330_is_released/">[comments]</a>

https://preview.redd.it/nqa7rlkzholg1.png?width=440&format=png&auto=webp&s=5e3724b7aec2d9e93fbe75a50d014a6c93fe1d7c
 django-guardian v3.3.0 Released - Python 3.14 Support, Performance Improvements & Bug Fixes
 key highlights from the new django-guardian 3.3.0 release:
  
Python 3.14 Support: Added official support for the upcoming Python 3.14 version.
 Dropped Python 3.9: In line with modern standards, support for Python 3.9 has been officially dropped.
 Performance Optimization: Reduced database overhead by saving one query per assign_perm call when using generic permissions.
 Improved Bulk Operations: Made shortcuts.assign_perm idempotent during bulk operations and ensured bulk removal is consistent with bulk assignment.
 UUID & Non-standard PK Support: Fixed a bug related to global permissions with UUID hyphens and added better support for objects with non-standard primary keys.
 Subgroup Permission Checks: Enhanced permission logic to check for subgroups instead of relying solely on direct equality checks.
 Bug Fixes & Typing: 
 Fixed argument typing in get_perms_for_model.
 Resolved an issue where get_perms would return an empty list while get_user_perms returned permissions.
 Fixed a small typo in the codebase and updated documentation for clarity.
 
 Code Quality: Integrated a code coverage system (currently at ~97.7%) and added an "Adopters" section to the documentation.
  
Check out the full changelog here: Release logs
    submitted by    /u/Immediate_Scar5936  
 [link]   [comments]

Django-guardian 3.3.0 is Released!

<div class="md">Hi guys, For teams running Django in production — especially with background jobs, ML inference, or data-heavy workflows — what keeps breaking or getting duct-taped? What do you hate wiring up every single time? Logging? Audit trails? Async tasks? Permissions? Monitoring? Something else? And if you’re being honest — what compliance or observability gaps exist in your current setup that you know aren’t robust enough? I’m trying to understand the recurring pain points, not theoretical best practices </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/disizrj"> /u/disizrj </a> <a href="https://www.reddit.com/r/django/comments/1rfn09b/django_in_production_whats_the_recurring_headache/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1rfn09b/django_in_production_whats_the_recurring_headache/">[comments]</a>

Hi guys, For teams running Django in production — especially with background jobs, ML inference, or data-heavy workflows — what keeps breaking or getting duct-taped?
 What do you hate wiring up every single time? Logging? Audit trails? Async tasks? Permissions? Monitoring? Something else?
 And if you’re being honest — what compliance or observability gaps exist in your current setup that you know aren’t robust enough?
 I’m trying to understand the recurring pain points, not theoretical best practices
    submitted by    /u/disizrj  
 [link]   [comments]

Django in production: what’s the recurring headache no one talks about?

<div class="md">I&#39;ve learned Python, MySQL, Bootstrap, and Django, and I&#39;m comfortable building CRUD applications with authentication and basic deployment. I now want to build an advanced-level Django project that goes beyond tutorials and looks impressive on a resume </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/itsvshl_"> /u/itsvshl_ </a> <a href="https://www.reddit.com/r/django/comments/1rg9fo5/whats_a_strong_advancedlevel_django_project_that/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1rg9fo5/whats_a_strong_advancedlevel_django_project_that/">[comments]</a>

I've learned Python, MySQL, Bootstrap, and Django, and I'm comfortable building CRUD applications with authentication and basic deployment.
 I now want to build an advanced-level Django project that goes beyond tutorials and looks impressive on a resume
    submitted by    /u/itsvshl_  
 [link]   [comments]

What's a strong advanced-level Django project that actually impresses recruiters?

<div class="md">Hi all, I want to share a package I&#39;ve been building and using in production: <a href="https://github.com/huynguyengl99/django-i18n-fields">django-i18n-fields</a> - a structured multilingual fields package for Django models, serving as an alternative to django-localized-fields and django-modeltranslation. I originally migrated from django-localized-fields due to its PostgreSQL dependency and some maintenance issues, and ended up building this as a more flexible alternative. The API is intentionally similar to django-localized-fields, so migration is straightforward. What makes it different: <ul> <li>Database agnostic - Uses Django&#39;s built-in JSONField instead of PostgreSQL&#39;s HStore, so it works with PostgreSQL, MySQL, SQLite, or any database Django supports. No extra database extensions needed.</li> <li>Django REST Framework support - Ships with LocalizedModelSerializer and serializer fields that automatically return values in the active language.</li> <li>Full type hint support - Strict type checking with both pyright and mypy. Your IDE will actually understand the localized fields.</li> <li>Clean admin UI - Tab and dropdown modes for switching between languages out of the box.</li> <li>All the field types you need - CharField, TextField, IntegerField, FloatField, BooleanField, FileField, UniqueSlugField, and even a MartorField for Markdown editing via <a href="https://github.com/agusmakmun/django-markdown-editor">django-markdown-editor</a>.</li> <li>Django 5.0+ and 6.0 support - Tested against modern Django versions with Python 3.10+.</li> </ul> Quick example <pre><code># models.py from i18n_fields import LocalizedCharField, LocalizedTextField class Article(models.Model): title = LocalizedCharField(max_length=200, required=[&#39;en&#39;]) content = LocalizedTextField(blank=True) # Usage article = Article.objects.create( title={&#39;en&#39;: &#39;Hello World&#39;, &#39;es&#39;: &#39;Hola Mundo&#39;}, content={&#39;en&#39;: &#39;Content here&#39;, &#39;es&#39;: &#39;Contenido aqui&#39;} ) # Automatically uses the active language print(article.title) # &quot;Hello World&quot; # Query by language Article.objects.filter(title__en=&#39;Hello World&#39;) Article.objects.order_by(L(&#39;title&#39;)) # DRF - just works from i18n_fields.drf import LocalizedModelSerializer class ArticleSerializer(LocalizedModelSerializer): class Meta: model = Article fields = [&#39;id&#39;, &#39;title&#39;, &#39;content&#39;] # Returns: {&quot;id&quot;: 1, &quot;title&quot;: &quot;Hello World&quot;, &quot;content&quot;: &quot;Content here&quot;} </code></pre> What&#39;s next: I&#39;m planning to add built-in translation services - think Google Translate, or LLM-based translation via Gemini/ChatGPT/Claude to auto-translate your records. Links: <ul> <li>GitHub: <a href="https://github.com/huynguyengl99/django-i18n-fields">https://github.com/huynguyengl99/django-i18n-fields</a></li> <li>Docs: <a href="https://django-i18n-fields.readthedocs.io/">https://django-i18n-fields.readthedocs.io/</a></li> <li>PyPI: <a href="https://pypi.org/project/django-i18n-fields/">https://pypi.org/project/django-i18n-fields/</a></li> </ul> Some images: <a href="https://preview.redd.it/6ulor5ahlnlg1.png?width=2296&amp;format=png&amp;auto=webp&amp;s=587b29ecc6d3c54f8e17b5ab7b53d789ee12a9f6">Dropdown language selector</a> <a href="https://preview.redd.it/zxjlg3fklnlg1.png?width=2376&amp;format=png&amp;auto=webp&amp;s=5ed206ae76150db6d823568f14ff99759402ced8">Tab-based language selector</a> I&#39;ve been running this in production after migrating from django-localized-fields. Would love to hear your feedback, and contributions are welcome. </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/huygl99"> /u/huygl99 </a> <a href="https://www.reddit.com/r/django/comments/1ref8t9/django_i18n_fields_multilingual_model_fields_for/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1ref8t9/django_i18n_fields_multilingual_model_fields_for/">[comments]</a>

Hi all,
 I want to share a package I've been building and using in production: django-i18n-fields - a structured multilingual fields package for Django models, serving as an alternative to django-localized-fields and django-modeltranslation.
 I originally migrated from django-localized-fields due to its PostgreSQL dependency and some maintenance issues, and ended up building this as a more flexible alternative. The API is intentionally similar to django-localized-fields, so migration is straightforward.
 What makes it different:
  
Database agnostic - Uses Django's built-in JSONField instead of PostgreSQL's HStore, so it works with PostgreSQL, MySQL, SQLite, or any database Django supports. No extra database extensions needed.
 Django REST Framework support - Ships with LocalizedModelSerializer and serializer fields that automatically return values in the active language.
 Full type hint support - Strict type checking with both pyright and mypy. Your IDE will actually understand the localized fields.
 Clean admin UI - Tab and dropdown modes for switching between languages out of the box.
 All the field types you need - CharField, TextField, IntegerField, FloatField, BooleanField, FileField, UniqueSlugField, and even a MartorField for Markdown editing via django-markdown-editor.
 Django 5.0+ and 6.0 support - Tested against modern Django versions with Python 3.10+.
  
Quick example
 # models.py from i18n_fields import LocalizedCharField, LocalizedTextField class Article(models.Model): title = LocalizedCharField(max_length=200, required=['en']) content = LocalizedTextField(blank=True) # Usage article = Article.objects.create( title={'en': 'Hello World', 'es': 'Hola Mundo'}, content={'en': 'Content here', 'es': 'Contenido aqui'} ) # Automatically uses the active language print(article.title) # "Hello World" # Query by language Article.objects.filter(title__en='Hello World') Article.objects.order_by(L('title')) # DRF - just works from i18n_fields.drf import LocalizedModelSerializer class ArticleSerializer(LocalizedModelSerializer): class Meta: model = Article fields = ['id', 'title', 'content'] # Returns: {"id": 1, "title": "Hello World", "content": "Content here"} 
 What's next:
 I'm planning to add built-in translation services - think Google Translate, or LLM-based translation via Gemini/ChatGPT/Claude to auto-translate your records.
 Links:
  
GitHub: https://github.com/huynguyengl99/django-i18n-fields
 Docs: https://django-i18n-fields.readthedocs.io/
 PyPI: https://pypi.org/project/django-i18n-fields/
  
Some images:
 Dropdown language selector
 Tab-based language selector
 I've been running this in production after migrating from django-localized-fields. Would love to hear your feedback, and contributions are welcome.
    submitted by    /u/huygl99  
 [link]   [comments]

Django i18n Fields : multilingual model fields for Django

<div class="md">My boss asked me to build a platform that will eventually replace our Grafana instance. In the short term, only a few tools and dashboards will be implemented, but the long-term goal is to fully migrate everything to this new platform. I suggested using Django because our team primarily works with Python, and it integrates well with our LDAP setup. However, our database is managed in a completely separate repository. We don’t use Django migrations, and there’s no formal versioning process for schema changes. The data analysis tables are frequently modified by other team members, including structural changes (columns added/removed/renamed). This platform will be mainly maintained by me. I’m wondering whether it’s a good idea to map those tables using the Django ORM (possibly with <code>managed = False</code>), or if I should avoid tight ORM coupling and instead use raw SQL. Has anyone worked in a similar setup? What architectural approach would you recommend to reduce fragility in this scenario? </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/jpba7"> /u/jpba7 </a> <a href="https://www.reddit.com/r/django/comments/1reesb7/using_django_orm_with_a_database_schema_managed/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1reesb7/using_django_orm_with_a_database_schema_managed/">[comments]</a>

My boss asked me to build a platform that will eventually replace our Grafana instance. In the short term, only a few tools and dashboards will be implemented, but the long-term goal is to fully migrate everything to this new platform.
 I suggested using Django because our team primarily works with Python, and it integrates well with our LDAP setup.
 However, our database is managed in a completely separate repository. We don’t use Django migrations, and there’s no formal versioning process for schema changes. The data analysis tables are frequently modified by other team members, including structural changes (columns added/removed/renamed).
 This platform will be mainly maintained by me.
 I’m wondering whether it’s a good idea to map those tables using the Django ORM (possibly with managed = False), or if I should avoid tight ORM coupling and instead use raw SQL.
 Has anyone worked in a similar setup? What architectural approach would you recommend to reduce fragility in this scenario?
    submitted by    /u/jpba7  
 [link]   [comments]

Using Django ORM with a database schema managed outside Django (and frequently changed)?

&#32; submitted by &#32; <a href="https://www.reddit.com/user/dwaxe"> /u/dwaxe </a> <a href="https://www.djangoproject.com/weblog/2026/feb/24/google-summer-of-code-2026-with-django/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1rduivk/google_summer_of_code_2026_with_django/">[comments]</a>

submitted by    /u/dwaxe  
 [link]   [comments]

Google Summer of Code 2026 with Django

<div class="md">I&#39;m building an open-source LMS with a content studio for instructors — exams, quizzes, assignments, courses. Hit a wall with preview. Instructors don&#39;t want a fake preview. They want to actually take the exam they just built — real timer, real submission, real grading, state persisted across requests — then either publish it or throw everything away. Looked at three options. <ul> <li>PostgreSQL schema separation is conceptually the cleanest but Django migrations get painful fast.</li> <li>is_draft flags end up as conditionals in every layer.</li> <li>Snapshot tables can&#39;t run real workflows.</li> </ul> What I actually want is pytest-style DB isolation in production. Persistable, discardable. Does this exist? How do systems like this usually handle it? </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/BeingDangerous3330"> /u/BeingDangerous3330 </a> <a href="https://www.reddit.com/r/django/comments/1rdcpgm/how_do_you_implement_productiongrade_draft/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1rdcpgm/how_do_you_implement_productiongrade_draft/">[comments]</a>

I'm building an open-source LMS with a content studio for instructors — exams, quizzes, assignments, courses. Hit a wall with preview.
 Instructors don't want a fake preview.
 They want to actually take the exam they just built — real timer, real submission, real grading, state persisted across requests — then either publish it or throw everything away.
 Looked at three options.
  
PostgreSQL schema separation is conceptually the cleanest but Django migrations get painful fast.
 is_draft flags end up as conditionals in every layer.
 Snapshot tables can't run real workflows.
  
What I actually want is pytest-style DB isolation in production.
 Persistable, discardable.
 Does this exist? How do systems like this usually handle it?
    submitted by    /u/BeingDangerous3330  
 [link]   [comments]

How do you implement production-grade draft isolation in Django?

<div class="md">Hey. I recently started paying attention to the organization of my projects, and I realized that I never cared much about the <code>requirements.txt</code>. All I do is dump everything with <code>pip freeze &gt; requirements.txt</code>. But is there a better way of managing the dependencies of the project? </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Exciting-Attorney938"> /u/Exciting-Attorney938 </a> <a href="https://www.reddit.com/r/django/comments/1rh8wjy/managing_dependencies/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1rh8wjy/managing_dependencies/">[comments]</a>

Hey.
 I recently started paying attention to the organization of my projects, and I realized that I never cared much about the requirements.txt. All I do is dump everything with pip freeze > requirements.txt. But is there a better way of managing the dependencies of the project?
    submitted by    /u/Exciting-Attorney938  
 [link]   [comments]

Managing dependencies

<div class="md">i had started practicing/learning django with it a couple of months ago, came back recently and its not there. anyone know what happened or good alternative to it? </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/riddims22"> /u/riddims22 </a> <a href="https://www.reddit.com/r/django/comments/1re3xkb/what_happened_to_httpsdjangogamifiedcom/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1re3xkb/what_happened_to_httpsdjangogamifiedcom/">[comments]</a>

i had started practicing/learning django with it a couple of months ago, came back recently and its not there. anyone know what happened or good alternative to it?
    submitted by    /u/riddims22  
 [link]   [comments]

What happened to https://djangogamified.com/?

&#32; submitted by &#32; <a href="https://www.reddit.com/user/dxt0434"> /u/dxt0434 </a> <a href="https://django.wtf/trending/?trending=30">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1rgjy31/trending_django_projects_in_february/">[comments]</a>

submitted by    /u/dxt0434  
 [link]   [comments]

Trending Django projects in February

<div class="md">Hey everyone! 👋 I&#39;m currently learning Django and wanted to share some of the best beginner-friendly resources I&#39;ve found. If you&#39;re just starting out, these will really help! 📚 BEST BOOKS FOR LEARNING DJANGO: <ol> <li>Django for Beginners by William S. Vincent - Perfect for absolute beginners - Covers basics with hands-on projects - Also check: Django for APIs &amp; Django for Professionals (same author)</li> <li>Two Scoops of Django by Daniel &amp; Audrey Feldroy - Best practices guide - Great once you know the basics</li> <li>The Django Book (free online) - Covers core Django concepts clearly</li> </ol> ▶️ BEST YOUTUBE CHANNELS FOR DJANGO: <ol> <li>Corey Schafer – Best Django tutorial series, very clear explanations</li> <li>Dennis Ivy – Great for Django + Django REST Framework</li> <li>Tech With Tim – Beginner-friendly Django projects</li> <li>Traversy Media – Quick Django crash courses</li> <li>CS Dojo – Good for Python + Django fundamentals</li> <li><a href="http://Codemy.com">Codemy.com</a> – Step-by-step Django tutorials</li> </ol> 💡 My Learning Path: Python basics ➡️ Django for Beginners book ➡️ Corey Schafer&#39;s YouTube series ➡️ Build your own project! Feel free to drop your own recommendations in the comments! Let&#39;s help each other learn 🚀 #Django #Python #WebDevelopment #BeginnerFriendly #LearnToCode </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/According_Taro_7888"> /u/According_Taro_7888 </a> <a href="https://www.reddit.com/r/django/comments/1riseb4/best_books_youtube_channels_to_learn_django/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1riseb4/best_books_youtube_channels_to_learn_django/">[comments]</a>

Hey everyone! 👋
 I'm currently learning Django and wanted to share some of the best beginner-friendly resources I've found. If you're just starting out, these will really help!
 📚 BEST BOOKS FOR LEARNING DJANGO:
  
Django for Beginners by William S. Vincent
 - Perfect for absolute beginners
 - Covers basics with hands-on projects
 - Also check: Django for APIs & Django for Professionals (same author)
 
Two Scoops of Django by Daniel & Audrey Feldroy
 - Best practices guide
 - Great once you know the basics
 
The Django Book (free online)
 - Covers core Django concepts clearly
 
 ▶️ BEST YOUTUBE CHANNELS FOR DJANGO:
  
Corey Schafer – Best Django tutorial series, very clear explanations
 
Dennis Ivy – Great for Django + Django REST Framework
 
Tech With Tim – Beginner-friendly Django projects
 
Traversy Media – Quick Django crash courses
 
CS Dojo – Good for Python + Django fundamentals
 
Codemy.com – Step-by-step Django tutorials
 
 💡 My Learning Path:
 Python basics ➡️ Django for Beginners book ➡️ Corey Schafer's YouTube series ➡️ Build your own project!
 Feel free to drop your own recommendations in the comments! Let's help each other learn 🚀
 #Django #Python #WebDevelopment #BeginnerFriendly #LearnToCode
    submitted by    /u/According_Taro_7888  
 [link]   [comments]

Best Books & YouTube Channels to Learn Django Framework (Beginner Friendly)

<div class="md">I’ve been working on a Django library focused on API token management and audit logging, and I’d genuinely love to get some feedback from the community. I built this because in most of the projects I’ve worked on especially identity and auth-heavy backends. I kept running into the same needs over and over again. I needed secure API token authentication for internal services and integrations with better configurability and something thats light weight And I wanted it to work cleanly with DRF without feeling bolted on. I’d really appreciate any thoughts or feedback. Checkout pypi: <a href="https://pypi.org/project/django-keysmith/">https://pypi.org/project/django-keysmith/</a> Documentation if you are curious: <a href="https://thekodeking.github.io/django-keysmith/">https://thekodeking.github.io/django-keysmith/</a> </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/kode-king"> /u/kode-king </a> <a href="https://www.reddit.com/r/django/comments/1rg5j65/built_a_lightweight_api_token_management_library/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1rg5j65/built_a_lightweight_api_token_management_library/">[comments]</a>

I’ve been working on a Django library focused on API token management and audit logging, and I’d genuinely love to get some feedback from the community.
 I built this because in most of the projects I’ve worked on especially identity and auth-heavy backends. I kept running into the same needs over and over again. I needed secure API token authentication for internal services and integrations with better configurability and something thats light weight
 And I wanted it to work cleanly with DRF without feeling bolted on.
 I’d really appreciate any thoughts or feedback.
 Checkout pypi: https://pypi.org/project/django-keysmith/
 Documentation if you are curious: https://thekodeking.github.io/django-keysmith/
    submitted by    /u/kode-king  
 [link]   [comments]

Built a lightweight API Token management library for Django & DRF, looking for feedback

<div class="md">I was tired of 1GB Electron apps eating my RAM just to run a simple timer. So I built Antigravity Model Reset Timer. It uses a &#39;Target Timestamp Architecture&#39; (Python/Django + PyWebView + MongoDB). Instead of background loops, the Django backend calculates absolute future UTC expiration times. The native GUI only calculates the delta against your hardware clock when visible. The Result: Zero background CPU drain. Perfect state persistence across reboots. Under 10 files. I&#39;m looking for feedback on the PyWebView implementation and contributors to help add Anthropic/Google API webhooks. Check it out: <a href="https://github.com/PeterJFrancoIII/Antigravity-Model-Reset-Timer">https://github.com/PeterJFrancoIII/Antigravity-Model-Reset-Timer</a> </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/TaylorRift"> /u/TaylorRift </a> <a href="https://www.reddit.com/r/django/comments/1rgp6nx/django_isnt_just_for_web_how_i_built_a_native/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1rgp6nx/django_isnt_just_for_web_how_i_built_a_native/">[comments]</a>

I was tired of 1GB Electron apps eating my RAM just to run a simple timer. So I built Antigravity Model Reset Timer.
 It uses a 'Target Timestamp Architecture' (Python/Django + PyWebView + MongoDB). Instead of background loops, the Django backend calculates absolute future UTC expiration times. The native GUI only calculates the delta against your hardware clock when visible.
 The Result: Zero background CPU drain. Perfect state persistence across reboots. Under 10 files.
 I'm looking for feedback on the PyWebView implementation and contributors to help add Anthropic/Google API webhooks.
 Check it out: https://github.com/PeterJFrancoIII/Antigravity-Model-Reset-Timer
    submitted by    /u/TaylorRift  
 [link]   [comments]

Django isn't just for web: How I built a native desktop app in 10 files (0% background CPU)

&#32; submitted by &#32; <a href="https://www.reddit.com/user/obitwo83"> /u/obitwo83 </a> <a href="/r/django/comments/1kfbkro/i_started_nextcloud_compatible_server_with_django/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1rf6xg2/i_started_nextcloud_compatible_server_with_django/">[comments]</a>

submitted by    /u/obitwo83  
 [link]   [comments]

I started Nextcloud compatible server with Django, am I crazy? (update)

<div class="md">django-solana-payments is an open-source Django library for accepting self-hosted Solana payments with automated on-chain verification. <ul> <li>No platform fees. No third-party gateways — you pay only standard blockchain transaction fees.</li> <li>Fully self-hosted; run everything on your own infrastructure. No hard webhook management.</li> <li>Easy integration in just three steps using DRF.</li> <li>Supports any Solana SPL token.</li> <li>Allows you to customize models.</li> </ul> How it works: The library generates one-time payment wallets for each transaction, monitors on-chain activity, validates incoming transfers against the expected token amount, and automatically transitions payment records through their lifecycle (initiated → confirmed → finalized → expired). After processing a payment, it emits a configurable Django signal so you can handle post-payment business logic inside your application. Target Audience: Developers and companies who are not familiar with Web3 development but want to integrate a free-to-use, self-hosted payment system based on the Solana blockchain without relying on external payment providers. The package includes: <ul> <li>Ready-to-use DRF endpoints for payment initiation, transfer verification, payment details retrieval, and allowed token listing</li> <li>Customizable payment and token models to integrate with existing domain models</li> <li>Signals (hooks/callbacks) for processing post-payment business logic</li> <li>Management commands for reconciliation, fund consolidation from one-time wallets, closing expired wallets, and reclaiming rent from token accounts</li> <li>Built-in encryption for one-time wallet private keys</li> </ul> GitHub: <a href="https://github.com/Artemooon/django-solana-payments">https://github.com/Artemooon/django-solana-payments</a> PyPI: <a href="https://pypi.org/project/django-solana-payments/">https://pypi.org/project/django-solana-payments/</a> Docs: <a href="https://django-solana-payments.readthedocs.io/en/latest/">https://django-solana-payments.readthedocs.io/en/latest/</a> I plan to add more features in the near future. Curious about feedback from people: <ul> <li>What features would you like to add?</li> <li>Would you use it in production?</li> </ul> If you find this project useful or interesting, give it a star. My goal is to reach 100 stars. </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/InfinitelyTall"> /u/InfinitelyTall </a> <a href="https://www.reddit.com/r/django/comments/1rdgjxt/opensource_library_for_selfhosted_solana_payments/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1rdgjxt/opensource_library_for_selfhosted_solana_payments/">[comments]</a>

django-solana-payments is an open-source Django library for accepting self-hosted Solana payments with automated on-chain verification.
  
No platform fees. No third-party gateways — you pay only standard blockchain transaction fees.
 Fully self-hosted; run everything on your own infrastructure. No hard webhook management.
 Easy integration in just three steps using DRF.
 Supports any Solana SPL token.
 Allows you to customize models.
  
How it works:
 The library generates one-time payment wallets for each transaction, monitors on-chain activity, validates incoming transfers against the expected token amount, and automatically transitions payment records through their lifecycle (initiated → confirmed → finalized → expired).
 After processing a payment, it emits a configurable Django signal so you can handle post-payment business logic inside your application.
 Target Audience:
 Developers and companies who are not familiar with Web3 development but want to integrate a free-to-use, self-hosted payment system based on the Solana blockchain without relying on external payment providers.
 The package includes:
  
Ready-to-use DRF endpoints for payment initiation, transfer verification, payment details retrieval, and allowed token listing
 Customizable payment and token models to integrate with existing domain models
 Signals (hooks/callbacks) for processing post-payment business logic
 Management commands for reconciliation, fund consolidation from one-time wallets, closing expired wallets, and reclaiming rent from token accounts
 Built-in encryption for one-time wallet private keys
  
GitHub: https://github.com/Artemooon/django-solana-payments
 PyPI: https://pypi.org/project/django-solana-payments/
 Docs: https://django-solana-payments.readthedocs.io/en/latest/
 I plan to add more features in the near future.
 Curious about feedback from people:
  
What features would you like to add?
 Would you use it in production?
  
If you find this project useful or interesting, give it a star. My goal is to reach 100 stars.
    submitted by    /u/InfinitelyTall  
 [link]   [comments]

Open-Source Library for Self-Hosted Solana Payments in Django

<div class="md">Hi guys, I&#39;ve 7+ years of building django backed projects and python automation, scripting. I also published 3 different pypi packages. Now I am willing to contribute to OSS projects. So I am looking for a guidance on how to search for projects that I can contribute to. I tried searching good first issue, but could not found any meaningful project. Please help me.. I appreciate your guidance. </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/disizrj"> /u/disizrj </a> <a href="https://www.reddit.com/r/django/comments/1ri3ut4/looking_to_contribute_to_oss_projects/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1ri3ut4/looking_to_contribute_to_oss_projects/">[comments]</a>

Hi guys,
 I've 7+ years of building django backed projects and python automation, scripting. I also published 3 different pypi packages. Now I am willing to contribute to OSS projects.
 So I am looking for a guidance on how to search for projects that I can contribute to.
 I tried searching good first issue, but could not found any meaningful project.
 Please help me..
 I appreciate your guidance. 
    submitted by    /u/disizrj  
 [link]   [comments]

Looking to contribute to OSS projects.

<div class="md">Hello everyone, currently I&#39;m developing a recipe manager and I was thinking whether to use some nice icons for the ingredients. Because this is my first django project I would like to ask if someone has some tips regarding this plan, what icon library would be recommended here. Or is there another approach I could think of, how I could solve this? Thanks in advance! </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/DaveDarell"> /u/DaveDarell </a> <a href="https://www.reddit.com/r/django/comments/1rgvkac/icon_library_for_ingredients_overview/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1rgvkac/icon_library_for_ingredients_overview/">[comments]</a>

Hello everyone, currently I'm developing a recipe manager and I was thinking whether to use some nice icons for the ingredients. Because this is my first django project I would like to ask if someone has some tips regarding this plan, what icon library would be recommended here. 
 Or is there another approach I could think of, how I could solve this? 
 Thanks in advance! 
    submitted by    /u/DaveDarell  
 [link]   [comments]

Icon library for ingredients overview

&#32; submitted by &#32; <a href="https://www.reddit.com/user/meagenvoss"> /u/meagenvoss </a> <a href="https://i.redd.it/36ayy782xnlg1.jpeg">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1reh1df/last_chance_to_vote_for_wagtail_in_the_cms_critic/">[comments]</a>

submitted by    /u/meagenvoss  
 [link]   [comments]

LAST chance to vote for Wagtail in the CMS Critic Awards!

<div class="md">I need to develop a CRM for a family business where we will manage rents and the status of our tenants. The system should also generate reports, payment receipts, and integrate payments. It must support two types of users: admin and tenants, and store all the data required to manage the business. I have some experience with PHP, but I’m not very strong yet. I want to learn how to build this with Python because I’ll need it for my job after I will need to do something with React and Node.js. I am currently an intern and I want to improve my skills. Do you have any recommendations for courses or resources that can help me build this? Of course I have the Django documentation, but I really want something that can guide me through the process ---- Necesito desarrollar un CRM para un negocio familiar donde debemos gestionar las rentas y el estado de nuestros inquilinos. El sistema también debe generar reportes, recibos de pago e integrar pagos. Debe contar con dos tipos de usuarios: administrador e inquilinos, además de almacenar toda la información necesaria para administrar el negocio. Tengo algo de experiencia con PHP, pero aún no es muy sólida. Quiero aprender a hacerlo con Python porque lo necesitaré para mi trabajo mas adelante donde trabajaremos con React y Node.js Actualmente soy becario y quiero mejorar mis habilidades. ¿Tienen alguna recomendación de cursos o recursos que puedan ayudarme a construir esto? Sé que existe la documentación de Django, pero me gustaría algo que me guíe paso a paso durante el proceso. </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Carmyty"> /u/Carmyty </a> <a href="https://www.reddit.com/r/django/comments/1re04ft/how_to_start_with_django_help_me/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1re04ft/how_to_start_with_django_help_me/">[comments]</a>

I need to develop a CRM for a family business where we will manage rents and the status of our tenants. The system should also generate reports, payment receipts, and integrate payments. It must support two types of users: admin and tenants, and store all the data required to manage the business.
 I have some experience with PHP, but I’m not very strong yet. I want to learn how to build this with Python because I’ll need it for my job after I will need to do something with React and Node.js. I am currently an intern and I want to improve my skills.
 Do you have any recommendations for courses or resources that can help me build this? Of course I have the Django documentation, but I really want something that can guide me through the process
 ----
 Necesito desarrollar un CRM para un negocio familiar donde debemos gestionar las rentas y el estado de nuestros inquilinos. El sistema también debe generar reportes, recibos de pago e integrar pagos. Debe contar con dos tipos de usuarios: administrador e inquilinos, además de almacenar toda la información necesaria para administrar el negocio.
 Tengo algo de experiencia con PHP, pero aún no es muy sólida. Quiero aprender a hacerlo con Python porque lo necesitaré para mi trabajo mas adelante donde trabajaremos con React y Node.js Actualmente soy becario y quiero mejorar mis habilidades.
 ¿Tienen alguna recomendación de cursos o recursos que puedan ayudarme a construir esto? Sé que existe la documentación de Django, pero me gustaría algo que me guíe paso a paso durante el proceso.
    submitted by    /u/Carmyty  
 [link]   [comments]

How to start with Django? Help me

<div class="md">How are y&#39;all handling types? VSCode with django-types is lacking the plugin for mypy, and mypy and VSCode aren&#39;t the best of friends. For example an authenticated decorator and the an AuthenticatedHTTPRequest in views still throws type errors. </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/rvanlaar"> /u/rvanlaar </a> <a href="https://www.reddit.com/r/django/comments/1ript2b/typing_in_django/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1ript2b/typing_in_django/">[comments]</a>

How are y'all handling types?
 VSCode with django-types is lacking the plugin for mypy, and mypy and VSCode aren't the best of friends. 
 For example an authenticated decorator and the an AuthenticatedHTTPRequest in views still throws type errors. 
    submitted by    /u/rvanlaar  
 [link]   [comments]

Typing in Django

<div class="md">Hey <a href="/r/django">r/django</a>, I&#39;m currently mapping out a migration from Azure App Service (B1 Plan) to GCP Cloud Run. On Azure, I&#39;ve had a smooth experience with &quot;Always On,&quot; but I’m trying to go &quot;Cloud Native&quot; with this move to take advantage of GCP’s scaling. The Goal: Instant-feeling login/dashboard, reliable background tasks, and a budget under $30/month for the base setup. Proposed 2026 Stack: • Web: Cloud Run (Django 6.0 + Uvicorn/Gunicorn). Planning on min-instances: 1 with Startup CPU Boost enabled. • Background: Currently using Django-Q2. • Option A: Run Q Cluster as a sidecar in the same Cloud Run service. • Option B: Migrate Q Cluster tasks to Google Cloud Tasks to trigger webhooks on the main web service. • DB: Cloud SQL Auth Proxy for secure, fast connections. • CI/CD: Artifact Registry + Cloud Build with Image Streaming enabled. The Big Questions: <ol> <li>Is anyone successfully using min-instances: 1 with CPU Throttling (to save cost) without breaking the Django-Q sentinel/workers?</li> <li>If I move to Cloud Tasks, does it fully replace the need for a persistent worker process for things like &quot;Send Welcome Email&quot; or &quot;Generate PDF&quot;?</li> <li>Azure&#39;s B1 felt &quot;warm&quot; all the time for $13/month. To get that same feel on Cloud Run, am I looking at a $50+ bill, or are there 2026 &quot;hacks&quot; I&#39;m missing?</li> </ol> Appreciate any &quot;gotchas&quot; from folks who have made this specific jump! I am a solo founder, and the revenue is pretty good. Price is of course important, but I am also willing to pay for a robust setup. </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Money-Network5565"> /u/Money-Network5565 </a> <a href="https://www.reddit.com/r/django/comments/1rgxlqp/migrating_django_djangoq_from_azure_to_gcp_cloud/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1rgxlqp/migrating_django_djangoq_from_azure_to_gcp_cloud/">[comments]</a>

Hey r/django,
 I'm currently mapping out a migration from Azure App Service (B1 Plan) to GCP Cloud Run. On Azure, I've had a smooth experience with "Always On," but I’m trying to go "Cloud Native" with this move to take advantage of GCP’s scaling.
 The Goal: Instant-feeling login/dashboard, reliable background tasks, and a budget under $30/month for the base setup.
 Proposed 2026 Stack:
 • Web: Cloud Run (Django 6.0 + Uvicorn/Gunicorn). Planning on min-instances: 1 with Startup CPU Boost enabled.
 • Background: Currently using Django-Q2.
 • Option A: Run Q Cluster as a sidecar in the same Cloud Run service.
 • Option B: Migrate Q Cluster tasks to Google Cloud Tasks to trigger webhooks on the main web service.
 • DB: Cloud SQL Auth Proxy for secure, fast connections.
 • CI/CD: Artifact Registry + Cloud Build with Image Streaming enabled.
 The Big Questions:
  
Is anyone successfully using min-instances: 1 with CPU Throttling (to save cost) without breaking the Django-Q sentinel/workers?
 
If I move to Cloud Tasks, does it fully replace the need for a persistent worker process for things like "Send Welcome Email" or "Generate PDF"?
 
Azure's B1 felt "warm" all the time for $13/month. To get that same feel on Cloud Run, am I looking at a $50+ bill, or are there 2026 "hacks" I'm missing?
 
 Appreciate any "gotchas" from folks who have made this specific jump!
 I am a solo founder, and the revenue is pretty good. Price is of course important, but I am also willing to pay for a robust setup. 
    submitted by    /u/Money-Network5565  
 [link]   [comments]

Migrating Django + Django-Q from Azure to GCP Cloud Run. How to avoid the "Cold Start" tax in 2026?

<div class="md">Hi everyone!. I built an open-source social media web app. Tech Stack: <ul> <li>Backend: Django REST Framework + SQLite.</li> <li>Frontend: React Vite + Tailwind CSS.</li> </ul> Features <a href="https://github.com/cmdKun/PostNest#features"></a> <ul> <li>Sign in, Signup, Logout.</li> <li>Cookie-based Authentication.</li> <li>Public Profile view.</li> <li>Create and Delete Posts with text and pictures.</li> <li>Edit Bio, Profile Picture, and the visibility of your posts.</li> <li>Like, Save posts.</li> <li>Follow, Unfollow users.</li> </ul> I built it mainly for learning and I&#39;d appreciate any feedback or suggestions for improvements. Repo: <a href="https://github.com/cmdKun/PostNest">https://github.com/cmdKun/PostNest</a> </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/EnvironmentalMind996"> /u/EnvironmentalMind996 </a> <a href="https://www.reddit.com/gallery/1rhjxu4">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1rhjxu4/built_an_opensource_social_media_app_django_react/">[comments]</a>

Hi everyone!.
 I built an open-source social media web app.
 Tech Stack: 
  
Backend: Django REST Framework + SQLite.
 Frontend: React Vite + Tailwind CSS.
  
Features
 
  
Sign in, Signup, Logout.
 Cookie-based Authentication.
 Public Profile view.
 Create and Delete Posts with text and pictures.
 Edit Bio, Profile Picture, and the visibility of your posts.
 Like, Save posts.
 Follow, Unfollow users.
  
I built it mainly for learning and I'd appreciate any feedback or suggestions for improvements.
 Repo: https://github.com/cmdKun/PostNest
    submitted by    /u/EnvironmentalMind996  
 [link]   [comments]

Built an Open-Source Social Media App - Django + React

<div class="md">Hey, I’m not trying to sell anything, I built a web app for manufacturing to track production, scrap, downtime for machines in factories and then from that data calculate OEE (Overall Equipment Effectiveness). I’d love your feedback especially if any of you come from a manufacturing background. I wanna hear your honest feedback cause if there are issues I’d like to fix them now m3mra.com </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Traditional-Toe-287"> /u/Traditional-Toe-287 </a> <a href="https://www.reddit.com/r/django/comments/1rd3pdv/fun_project/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1rd3pdv/fun_project/">[comments]</a>

Hey, I’m not trying to sell anything, I built a web app for manufacturing to track production, scrap, downtime for machines in factories and then from that data calculate OEE (Overall Equipment Effectiveness). I’d love your feedback especially if any of you come from a manufacturing background. 
 I wanna hear your honest feedback cause if there are issues I’d like to fix them now m3mra.com 
    submitted by    /u/Traditional-Toe-287  
 [link]   [comments]

Fun project

<div class="md">I have created a tech content platform with thousands of tech feeds from individual bloggers, open source projects and enterprises. The content is organised into spaces. In the Django space, you can find the latest Django related content. Each space is filtered by topic and with the threshold parameter you can even control the filtering. There is also an RSS feed that you can subscribe to: <a href="https://insidestack.it/spaces/linux/rss">https://insidestack.it/spaces/django/rss</a> </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/kivarada"> /u/kivarada </a> <a href="https://insidestack.it/spaces/django">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1rgc2dq/django_news_feed/">[comments]</a>

I have created a tech content platform with thousands of tech feeds from individual bloggers, open source projects and enterprises.
 The content is organised into spaces. In the Django space, you can find the latest Django related content. Each space is filtered by topic and with the threshold parameter you can even control the filtering.
 There is also an RSS feed that you can subscribe to:
 https://insidestack.it/spaces/django/rss
    submitted by    /u/kivarada  
 [link]   [comments]

Django News Feed

<div class="md">Hey Django community! Demo: <a href="https://raw.githubusercontent.com/S4NKALP/django-nepkit/refs/heads/main/docs/showcase.gif">https://raw.githubusercontent.com/S4NKALP/django-nepkit/refs/heads/main/docs/showcase.gif</a> I released django-nepkit, a Django package built specifically for Nepali web applications. What it does: <ul> <li>BS DateFields: Nepali calendar support with admin date pickers</li> <li>Smart Location Chaining: Auto chain Province --&gt; District --&gt; Municipality fields</li> <li>Phone Validation: Built-in Nepali phone number validation</li> <li>DRF Support: Works seamlessly with Django REST Framework</li> </ul> Why I built it: I kept rewriting the same utilities for every Nepali project (date conversion, chained dropdowns, phone validation). Decided to package it properly. Get started: <ul> <li>PyPI: <a href="https://pypi.org/project/django-nepkit/">https://pypi.org/project/django-nepkit/</a></li> <li>GitHub: <a href="https://github.com/S4NKALP/django-nepkit">https://github.com/S4NKALP/django-nepkit</a></li> </ul> Would love feedback on: <ul> <li>API design</li> <li>Missing features</li> <li>Production readiness concerns</li> </ul> </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/S4NKALP"> /u/S4NKALP </a> <a href="https://www.reddit.com/r/django/comments/1reicwq/i_built_djangonepkit_utilities_for_nepali_django/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1reicwq/i_built_djangonepkit_utilities_for_nepali_django/">[comments]</a>

Hey Django community!
 Demo:
 https://raw.githubusercontent.com/S4NKALP/django-nepkit/refs/heads/main/docs/showcase.gif
 I released django-nepkit, a Django package built specifically for Nepali web applications.
 What it does:
  
BS DateFields: Nepali calendar support with admin date pickers
 Smart Location Chaining: Auto chain Province --> District --> Municipality fields
 Phone Validation: Built-in Nepali phone number validation
 DRF Support: Works seamlessly with Django REST Framework
  
Why I built it: I kept rewriting the same utilities for every Nepali project (date conversion, chained dropdowns, phone validation). Decided to package it properly.
 Get started:
  
PyPI: https://pypi.org/project/django-nepkit/
 GitHub: https://github.com/S4NKALP/django-nepkit
  
Would love feedback on:
  
API design
 Missing features
 Production readiness concerns
  
   submitted by    /u/S4NKALP  
 [link]   [comments]

I built django-nepkit, utilities for Nepali Django apps (BS dates, location chaining, phone validation)

<div class="md">Hi everyone!. I built an open-source social media web app. Tech Stack: <ul> <li>Backend: Django REST Framework + SQLite.</li> <li>Frontend: React Vite + Tailwind CSS.</li> </ul> Features <ul> <li>Sign in, Signup, Logout.</li> <li>Cookie-based Authentication.</li> <li>Public Profile view.</li> <li>Create and Delete Posts with text and pictures.</li> <li>Edit Bio, Profile Picture, and the visibility of your posts.</li> <li>Like, Save posts.</li> <li>Follow, Unfollow users.</li> </ul> I built it mainly for learning and I&#39;d appreciate any feedback or suggestions for improvements. Repo: <a href="https://github.com/cmdKun/PostNest">https://github.com/cmdKun/PostNest</a> </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/EnvironmentalMind996"> /u/EnvironmentalMind996 </a> <a href="https://www.reddit.com/gallery/1rhk5wc">[link]</a> &#32; <a href="https://www.reddit.com/r/djangolearning/comments/1rhk5wc/built_an_opensource_social_media_app_django_react/">[comments]</a>

Hi everyone!.
 I built an open-source social media web app.
 Tech Stack:
  
Backend: Django REST Framework + SQLite.
 Frontend: React Vite + Tailwind CSS.
  
Features
  
Sign in, Signup, Logout.
 Cookie-based Authentication.
 Public Profile view.
 Create and Delete Posts with text and pictures.
 Edit Bio, Profile Picture, and the visibility of your posts.
 Like, Save posts.
 Follow, Unfollow users.
  
I built it mainly for learning and I'd appreciate any feedback or suggestions for improvements.
 Repo: https://github.com/cmdKun/PostNest
    submitted by    /u/EnvironmentalMind996  
 [link]   [comments]

<div class="md">I just found these very nice infographics on what goes into the cost of building an app and how tech stack choice impacts app development costs. I thought you might also find them interesting. -According to Lemon IO, building an app can cost anywhere from $53,000 to $160,000 or more. -The final price depends on factors like the app’s type, required functionality, target platforms, and the development team’s experience. </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Money-Ranger-6520"> /u/Money-Ranger-6520 </a> <a href="https://www.reddit.com/gallery/1rec92h">[link]</a> &#32; <a href="https://www.reddit.com/r/djangolearning/comments/1rec92h/what_goes_into_the_cost_of_building_an_app/">[comments]</a>

I just found these very nice infographics on what goes into the cost of building an app and how tech stack choice impacts app development costs. 
 I thought you might also find them interesting. 
 -According to Lemon IO, building an app can cost anywhere from $53,000 to $160,000 or more. 
 -The final price depends on factors like the app’s type, required functionality, target platforms, and the development team’s experience. 
    submitted by    /u/Money-Ranger-6520  
 [link]   [comments]

What goes into the cost of building an app?

<div class="md">I had this before: <a href="https://github.com/cookiecutter/cookiecutter-django">https://github.com/cookiecutter/cookiecutter-django</a> to get started immediately with a django project. Any other suggestions or git repos like this? </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Old_Revenue_1256"> /u/Old_Revenue_1256 </a> <a href="https://www.reddit.com/r/djangolearning/comments/1rd2l6m/any_boilerplate_templates_for_subscription_based/">[link]</a> &#32; <a href="https://www.reddit.com/r/djangolearning/comments/1rd2l6m/any_boilerplate_templates_for_subscription_based/">[comments]</a>

I had this before: 
 https://github.com/cookiecutter/cookiecutter-django to get started immediately with a django project. Any other suggestions or git repos like this?
    submitted by    /u/Old_Revenue_1256  
 [link]   [comments]

Hello, Python

Python Jobs 💼

FastAPI best practices

Building a document OCR system with FastAPI for the first time and debating auth approaches. Would appreciate community input.

LoopSentry: Detect who is blocking python asyncio eventloop

Is it possible to learn enough from just the FastApi documentation to get a job?

We built a self-hosted observability dashboard for AI agents — one flag to enable, zero external dependencies using FASTAPI

FastAPI launched an official VSCode extension 2 days ago. Here's the Neovim port, already done

Front end options for my API

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Collaborare tra programmatori

Track trending FastAPI packages on StackTCO

Where do I need to be to get a job?

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Need helpp!!!

Where is the best place to find a job?

MCP BridgeKit – Survive the 30s Vercel/AWS Timeout Wall with Any stdio MCP Tool

A New PyPI Package: FastAPI-powered API to Manage Dokku Server

Ho creato CodekHub, una piattaforma per aiutare i dev a trovare team e collaborare a side-projects! È live ora!

Piattaforma per programmatori

Cerchi qualcuno con cui sviluppare?

Using flask I created overengineered social media platform to rule them all.

Python app that converts RSS feeds into automatic Mastodon posts (RSS to Mastodon)

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Django-guardian 3.3.0 is Released!

Django in production: what’s the recurring headache no one talks about?

What's a strong advanced-level Django project that actually impresses recruiters?

Django i18n Fields : multilingual model fields for Django

Using Django ORM with a database schema managed outside Django (and frequently changed)?

Google Summer of Code 2026 with Django

How do you implement production-grade draft isolation in Django?

Managing dependencies

What happened to https://djangogamified.com/?

Trending Django projects in February

Best Books & YouTube Channels to Learn Django Framework (Beginner Friendly)

Built a lightweight API Token management library for Django & DRF, looking for feedback

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I started Nextcloud compatible server with Django, am I crazy? (update)

Open-Source Library for Self-Hosted Solana Payments in Django

Looking to contribute to OSS projects.

Icon library for ingredients overview

LAST chance to vote for Wagtail in the CMS Critic Awards!

How to start with Django? Help me

Typing in Django

Migrating Django + Django-Q from Azure to GCP Cloud Run. How to avoid the "Cold Start" tax in 2026?

Built an Open-Source Social Media App - Django + React

Fun project

Django News Feed

I built django-nepkit, utilities for Nepali Django apps (BS dates, location chaining, phone validation)

Built an Open-Source Social Media App - Django + React

What goes into the cost of building an app?

Any boilerplate templates for subscription based website