<div class="md">I’m working on a project where the core flow involves: – Searching for posts across social/search platforms based on keywords – Extracting/Scraping content from those posts – Autoposting comments on those posts on socials on behalf of the user I’d love some guidance on architecture &amp; feasibility around this: What I’m trying to figure out: – What’s the most reliable way to fetch recent public content from platforms like X, LinkedIn, Reddit, etc based on keywords? – Are Search APIs (like SerpAPI, Tavily, Brave) good enough for this use case? – Any recommended approaches for auto-posting (esp. across multiple platforms)? – Any limitations I should be aware of around scraping, automation, or auth? – Can/Do agentic setups (like LangGraph/LangChain/MCP agents) work well here? I’m comfortable using Python, Supabase, and GPT-based tools. Open to any combo of APIs, integrations, or clever agentic workflows. If you’ve built anything similar — or just have thoughts — I’d really appreciate any tips, ideas, or gotchas 🙏 </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Entire_Round4309"> /u/Entire_Round4309 </a> <a href="https://www.reddit.com/r/FastAPI/comments/1opto8j/techies_builders_need_help_thinking_through_this/">[link]</a> &#32; <a href="https://www.reddit.com/r/FastAPI/comments/1opto8j/techies_builders_need_help_thinking_through_this/">[comments]</a>

I’m working on a project where the core flow involves: 
 – Searching for posts across social/search platforms based on keywords
 – Extracting/Scraping content from those posts
 – Autoposting comments on those posts on socials on behalf of the user 
 I’d love some guidance on architecture & feasibility around this: 
 What I’m trying to figure out:
 – What’s the most reliable way to fetch recent public content from platforms like X, LinkedIn, Reddit, etc based on keywords?
 – Are Search APIs (like SerpAPI, Tavily, Brave) good enough for this use case?
 – Any recommended approaches for auto-posting (esp. across multiple platforms)?
 – Any limitations I should be aware of around scraping, automation, or auth?
 – Can/Do agentic setups (like LangGraph/LangChain/MCP agents) work well here? 
 I’m comfortable using Python, Supabase, and GPT-based tools.
 Open to any combo of APIs, integrations, or clever agentic workflows. 
 If you’ve built anything similar — or just have thoughts — I’d really appreciate any tips, ideas, or gotchas 🙏
    submitted by    /u/Entire_Round4309  
 [link]   [comments]

Techies / Builders — Need Help Thinking Through This

<div class="md">Hey everyone, So I’m a bit stuck and could really use some guidance. I’ve been building “automation systems” for a while now, using low-code tools like Make, Zapier, and Pipedream. Basically, connecting multiple SaaS platforms (Airtable, ClickUp, Slack, Instantly, Trello, Gmail, etc...) into one workflow that runs a whole business process end-to-end. For example, I built a Client Lifecycle Management System that takes a lead from form submission → qualification → assigning → notifications → proposals → onboarding... all automatically (using Make). Now I’m trying to move away from Make/Zapier and do all that with Python, because I figured out that companies are looking for engineers who know how to do both (pure code/low-code), but I’m getting LOST because most people talk about RPA (robotic process automation) when they mention automation, and that’s not what I’m talking about. I don’t want to automate desktop clicks or Excel macros — I want to automate SaaS workflows through APIs. So basically: <ul> <li>I want to learn how to build BPA (Business Process Automation) systems using pure coding (Python → Frameworks, libraries, concepts**)**.</li> <li>I already understand how the workflows work logically (I’ve built them visually in Make).</li> <li>I just want to know how to do the same with Python APIs, webhooks, scheduling, database handling, etc.</li> <li>Think of it as: “Make/Zapier but pure code.”</li> </ul> If anyone here has gone down this road or has some kind of clear roadmap or resource list (YouTube guy, or a community) for doing BPA with Python (not RPA), I’d really appreciate your help. Like, what should I focus on? How do people structure these automations at scale in real companies? Any advice, resources, or real-world examples would enlighten my mind </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/XunooL"> /u/XunooL </a> <a href="https://www.reddit.com/r/FastAPI/comments/1oquqnk/trying_to_understand_how_to_do_business_process/">[link]</a> &#32; <a href="https://www.reddit.com/r/FastAPI/comments/1oquqnk/trying_to_understand_how_to_do_business_process/">[comments]</a>

Hey everyone,
 So I’m a bit stuck and could really use some guidance.
 I’ve been building “automation systems” for a while now, using low-code tools like Make, Zapier, and Pipedream. Basically, connecting multiple SaaS platforms (Airtable, ClickUp, Slack, Instantly, Trello, Gmail, etc...) into one workflow that runs a whole business process end-to-end.
 For example, I built a Client Lifecycle Management System that takes a lead from form submission → qualification → assigning → notifications → proposals → onboarding... all automatically (using Make).
 Now I’m trying to move away from Make/Zapier and do all that with Python, because I figured out that companies are looking for engineers who know how to do both (pure code/low-code), but I’m getting LOST because most people talk about RPA (robotic process automation) when they mention automation, and that’s not what I’m talking about.
 I don’t want to automate desktop clicks or Excel macros — I want to automate SaaS workflows through APIs.
 So basically:
  
I want to learn how to build BPA (Business Process Automation) systems using pure coding (Python → Frameworks, libraries, concepts**)**.
 I already understand how the workflows work logically (I’ve built them visually in Make).
 I just want to know how to do the same with Python APIs, webhooks, scheduling, database handling, etc.
 Think of it as: “Make/Zapier but pure code.”
  
If anyone here has gone down this road or has some kind of clear roadmap or resource list (YouTube guy, or a community) for doing BPA with Python (not RPA), I’d really appreciate your help.
 Like, what should I focus on? How do people structure these automations at scale in real companies?
 Any advice, resources, or real-world examples would enlighten my mind
    submitted by    /u/XunooL  
 [link]   [comments]

Trying to understand how to do “Business Process Automation” with Python (not RPA stuff)

<div class="md">Hello everyone, I just caught some kind of imposter syndrome about my code organization. Usually I structure/initialize my db, Redis connections in separate modules like this: database.py from asyncpg import Connection, Pool ... db = Connection(...) redis.py from redis import Redis ... r_client = Redis(...) And then I use this clients (db, redis) where I need them just importing (from database import db). Sometimes I put them in state of FastAPI for example, but often my persistent tasks (stored in Redis or database) need to use clients (db, redis) directly. Some days ago I started to be involved in a new project and the senior developer told me that my approach is not the best because they initialize db, redis in main.py and them pass clients to states of all class based services (FastAPI etc). Therefore they achieve great encapsulation and clarity. main.py .... from redis import Redis from asyncpg import Connection ... redis = Redis(...) .... app = FastapiApp(redis=redis) ... It looks reasonable but I still don&#39;t know is it really universal (how to adjust it for persistent tasks) and is really my approach worse? </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/tyyrok"> /u/tyyrok </a> <a href="https://www.reddit.com/r/FastAPI/comments/1onytd3/code_organization_question/">[link]</a> &#32; <a href="https://www.reddit.com/r/FastAPI/comments/1onytd3/code_organization_question/">[comments]</a>

Hello everyone, I just caught some kind of imposter syndrome about my code organization. Usually I structure/initialize my db, Redis connections in separate modules like this: 
 database.py from asyncpg import Connection, Pool ... db = Connection(...)
 redis.py from redis import Redis ... r_client = Redis(...)
 And then I use this clients (db, redis) where I need them just importing (from database import db). Sometimes I put them in state of FastAPI for example, but often my persistent tasks (stored in Redis or database) need to use clients (db, redis) directly.
 Some days ago I started to be involved in a new project and the senior developer told me that my approach is not the best because they initialize db, redis in main.py and them pass clients to states of all class based services (FastAPI etc). Therefore they achieve great encapsulation and clarity. 
 main.py .... from redis import Redis from asyncpg import Connection ...
 redis = Redis(...) .... app = FastapiApp(redis=redis) ...
 It looks reasonable but I still don't know is it really universal (how to adjust it for persistent tasks) and is really my approach worse? 
    submitted by    /u/tyyrok  
 [link]   [comments]

Code organization question

<div class="md">Hello, I&#39;m new to FastAPI and whenever there is an exception the console prints like a thousand lines of traceback and <pre><code>TypeError: &#39;tuple&#39; object is not callable During handling of the above exception, another exception occurred: another thousand lines </code></pre> Is there a way to disable this and only print the actual error, which is at the very beginning of that verbosity after lots of scrolling? And how can I send the error message back as a json response? I&#39;ve been reading a bit and it seems like exceptions are handled a bit differently than what I&#39;m used to, like with exception groups and I&#39;m sorry but I&#39;m having a hard time understanding it. I&#39;d appreciate any help! </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/twaw09"> /u/twaw09 </a> <a href="https://www.reddit.com/r/FastAPI/comments/1onlkgb/how_do_i_only_print_relevant_errors_and_not_the/">[link]</a> &#32; <a href="https://www.reddit.com/r/FastAPI/comments/1onlkgb/how_do_i_only_print_relevant_errors_and_not_the/">[comments]</a>

Hello, I'm new to FastAPI and whenever there is an exception the console prints like a thousand lines of traceback and
 TypeError: 'tuple' object is not callable During handling of the above exception, another exception occurred: another thousand lines 
 Is there a way to disable this and only print the actual error, which is at the very beginning of that verbosity after lots of scrolling? And how can I send the error message back as a json response? I've been reading a bit and it seems like exceptions are handled a bit differently than what I'm used to, like with exception groups and I'm sorry but I'm having a hard time understanding it. I'd appreciate any help!
    submitted by    /u/twaw09  
 [link]   [comments]

How do I only print relevant errors and not the whole TypeError: 'tuple' object is not callable?

<table> <tr><td> <a href="https://www.reddit.com/r/FastAPI/comments/1op8sg4/21python_fastapi_clean_architecture_alembic_setup/"> <img src="https://external-preview.redd.it/-T2Agk2rhOm6ymf_6Q8zzBJuzbOM7-oRn2c-cH0Lg38.jpeg?width=320&amp;crop=smart&amp;auto=webp&amp;s=7f75e60341f3b1346edb26ca2ce7c4a0433353d4" alt="21.Python | FastAPI | Clean Architecture | Alembic Setup &amp; Migration" title="21.Python | FastAPI | Clean Architecture | Alembic Setup &amp; Migration" /> </a> </td><td> <div class="md">🚀 Master FastAPI with Clean Architecture! In this introductory video, we&#39;ll kickstart your journey into building robust and scalable APIs using FastAPI and the principles of Clean Architecture. If you&#39;re looking to create maintainable, testable, and future-proof web services, this tutorial is for you! </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/mobileAcademy"> /u/mobileAcademy </a> <a href="https://youtu.be/RPby-RKrmBw">[link]</a> &#32; <a href="https://www.reddit.com/r/FastAPI/comments/1op8sg4/21python_fastapi_clean_architecture_alembic_setup/">[comments]</a> </td></tr></table>

🚀 Master FastAPI with Clean Architecture! In this introductory video, we'll kickstart your journey into building robust and scalable APIs using FastAPI and the principles of Clean Architecture. If you're looking to create maintainable, testable, and future-proof web services, this tutorial is for you!
    submitted by    /u/mobileAcademy  
 [link]   [comments]

21.Python | FastAPI | Clean Architecture | Alembic Setup & Migration

&#32; submitted by &#32; <a href="https://www.reddit.com/user/exeNOS15"> /u/exeNOS15 </a> <a href="/r/Python/comments/1ond5hm/how_does_fastapi_handles_concurrency_with/">[link]</a> &#32; <a href="https://www.reddit.com/r/FastAPI/comments/1ond61o/how_does_fastapi_handles_concurrency_with/">[comments]</a>

submitted by    /u/exeNOS15  
 [link]   [comments]

How does fastapi handles concurrency with websocket infinite loops?

<div class="md">So even though Carson said that 2.0 is the final version and there will not be version 3.0, he didn’t lie - it&#39;s version 4.0. <a href="https://preview.redd.it/f15rokhuvmzf1.png?width=577&amp;format=png&amp;auto=webp&amp;s=925c3c3689333134a1f2dcb5aaee737f1dc0f7bd">https://preview.redd.it/f15rokhuvmzf1.png?width=577&amp;format=png&amp;auto=webp&amp;s=925c3c3689333134a1f2dcb5aaee737f1dc0f7bd</a> There are some cool backstage enhancements and also some breaking changes if you want to use the new version. But some really fix the annoying quirks. I know lots of Django folks use the library, so I thought I’ll post it here. I know I use it today almost on all my new projects when fit. Official announcement here: <a href="https://htmx.org/essays/the-fetchening/">https://htmx.org/essays/the-fetchening/</a> I wrote a short migration piece with some extra unneeded info on Medium here: <a href="https://medium.com/@alonwo/htmx-4-0-the-fetchening-a-developers-guide-to-what-s-actually-changing-28fb80b36bd9">https://medium.com/@alonwo/htmx-4-0-the-fetchening-a-developers-guide-to-what-s-actually-changing-28fb80b36bd9</a> </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Rizlapp"> /u/Rizlapp </a> <a href="https://www.reddit.com/r/django/comments/1opy4yv/htmx_is_back_with_version_40_the_fetchening/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1opy4yv/htmx_is_back_with_version_40_the_fetchening/">[comments]</a>

So even though Carson said that 2.0 is the final version and there will not be version 3.0, he didn’t lie - it's version 4.0.
 https://preview.redd.it/f15rokhuvmzf1.png?width=577&format=png&auto=webp&s=925c3c3689333134a1f2dcb5aaee737f1dc0f7bd
 There are some cool backstage enhancements and also some breaking changes if you want to use the new version. But some really fix the annoying quirks.
 I know lots of Django folks use the library, so I thought I’ll post it here. I know I use it today almost on all my new projects when fit.
 Official announcement here: https://htmx.org/essays/the-fetchening/ I wrote a short migration piece with some extra unneeded info on Medium here: https://medium.com/@alonwo/htmx-4-0-the-fetchening-a-developers-guide-to-what-s-actually-changing-28fb80b36bd9
    submitted by    /u/Rizlapp  
 [link]   [comments]

htmx is back with version 4.0 - the fetch()ening

<div class="md">Django-bolt Update 0.3.0 🎉 <ol> <li>Sync function views here.</li> <li>Fixed broken StreamingResponse and added full support for async and sync streaming. After trying semaphores, I landed on using just good old threads for sync generators. 😅</li> <li>Made queryset serialization a little faster.</li> </ol> See in this video, django-bolt handles 10,000 clients and server-side events at the same time. Load sustained for 60 seconds, sending 570k messages. <a href="https://youtu.be/3MoRXFhd9xg">https://youtu.be/3MoRXFhd9xg</a> This change alone makes it my default choice for AI views. <a href="https://github.com/FarhanAliRaza/django-bolt">https://github.com/FarhanAliRaza/django-bolt</a> </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/person-loading"> /u/person-loading </a> <a href="https://www.reddit.com/r/django/comments/1or4r8d/djangobolt_030_django_powered_by_rust_fastest/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1or4r8d/djangobolt_030_django_powered_by_rust_fastest/">[comments]</a>

Django-bolt Update 0.3.0 🎉
  
Sync function views here.
 Fixed broken StreamingResponse and added full support for async and sync streaming. After trying semaphores, I landed on using just good old threads for sync generators. 😅
 Made queryset serialization a little faster.
  
See in this video, django-bolt handles 10,000 clients and server-side events at the same time. Load sustained for 60 seconds, sending 570k messages.
 https://youtu.be/3MoRXFhd9xg
 This change alone makes it my default choice for AI views.
 https://github.com/FarhanAliRaza/django-bolt
    submitted by    /u/person-loading  
 [link]   [comments]

django-bolt 0.3.0 | Django powered by rust | Fastest python framework (unofficially)

<div class="md">Taking the &quot;top 5 favorite&quot; picks from the survey and comparing them relative to 30-day download counts, new top 5 &quot;most favorited relative to downloads&quot;: <ol> <li><a href="https://django-ninja.dev/">django-ninja</a> (check out our <a href="https://docs.wagtail.org/en/stable/advanced_topics/api/django-ninja.html">official Wagtail integration guide</a>!), 10% top 5 for 199k downloads</li> <li><a href="https://github.com/wagtail/wagtail/">Wagtail</a> (🎉), 7% for 193k</li> <li>Celery, 26% for 928k</li> <li><a href="https://docs.allauth.org/en/latest/">django-allauth</a>, 18% / 705k downloads</li> <li><a href="https://dj-rest-auth.readthedocs.io/en/latest/">dj-rest-auth</a>, 5% / 206k downloads</li> </ol> </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/thibaudcolas"> /u/thibaudcolas </a> <a href="https://wagtail.org/blog/the-2025-state-of-djangos-top-packages/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1oo6at5/the_2025_state_of_djangos_top_packages/">[comments]</a>

Taking the "top 5 favorite" picks from the survey and comparing them relative to 30-day download counts, new top 5 "most favorited relative to downloads":
  
django-ninja (check out our official Wagtail integration guide!), 10% top 5 for 199k downloads
 Wagtail (🎉), 7% for 193k
 Celery, 26% for 928k
 django-allauth, 18% / 705k downloads
 dj-rest-auth, 5% / 206k downloads
  
   submitted by    /u/thibaudcolas  
 [link]   [comments]

The 2025 State of Django’s top packages

<div class="md">What are some of the most interesting Django projects you worked on? Be they in a professional or personal capacity. Be mindful if using a professional example not to divulge anything considered sensitive. </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/john646f65"> /u/john646f65 </a> <a href="https://www.reddit.com/r/django/comments/1onfdra/what_are_some_of_the_most_interesting_django/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1onfdra/what_are_some_of_the_most_interesting_django/">[comments]</a>

What are some of the most interesting Django projects you worked on? Be they in a professional or personal capacity. Be mindful if using a professional example not to divulge anything considered sensitive. 
    submitted by    /u/john646f65  
 [link]   [comments]

What are some of the most interesting Django projects you worked on?

&#32; submitted by &#32; <a href="https://www.reddit.com/user/MegaManSec2"> /u/MegaManSec2 </a> <a href="https://zeropath.com/blog/django-allauth-account-takeover-vulnerabilities">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1ork895/7_vulnerabilities_in_djangoallauth_enabling/">[comments]</a>

submitted by    /u/MegaManSec2  
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7 vulnerabilities in django-allauth enabling account impersonation and token abuse

<div class="md">I am wondering what the consensus is for a public website and if you should use Django&#39;s default auto-incrementing IDs or switch to using UUID4 as the primary key. I&#39;ve read arguments of both sides and am still not able to draw a conclusion. I&#39;m slowly settling on keep the PK as the Django auto-incrementing and adding separate UUID field that is a generated UUID4 value. Thoughts? <pre><code>import uuid from django.db import models from nanoid import generate class Product(models.Model): # Keep the default original Django auto-incrementing PK # uuid4 for internal use and for distributed databases to work together uuid = models.UUIDField( default=uuid.uuid4, editable=False, db_index=True, ) # pubic facing id that people will see in the url nanoid = models.CharField( max_length=21, default=generate_nanoid, unique=True, editable=False, db_index=True ) name = models.CharField(max_length=255) description = models.TextField(blank=True) date_created = models.DateTimeField(auto_now_add=True) date_modified = models.DateTimeField(auto_now=True) def __str__(self): return self.name </code></pre> </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/BananaSatellite"> /u/BananaSatellite </a> <a href="https://www.reddit.com/r/django/comments/1opi4xl/best_practice_for_django_pks_in_2025/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1opi4xl/best_practice_for_django_pks_in_2025/">[comments]</a>

I am wondering what the consensus is for a public website and if you should use Django's default auto-incrementing IDs or switch to using UUID4 as the primary key.
 I've read arguments of both sides and am still not able to draw a conclusion.
 I'm slowly settling on keep the PK as the Django auto-incrementing and adding separate UUID field that is a generated UUID4 value.
 Thoughts?
 import uuid from django.db import models from nanoid import generate class Product(models.Model): # Keep the default original Django auto-incrementing PK # uuid4 for internal use and for distributed databases to work together uuid = models.UUIDField( default=uuid.uuid4, editable=False, db_index=True, ) # pubic facing id that people will see in the url nanoid = models.CharField( max_length=21, default=generate_nanoid, unique=True, editable=False, db_index=True ) name = models.CharField(max_length=255) description = models.TextField(blank=True) date_created = models.DateTimeField(auto_now_add=True) date_modified = models.DateTimeField(auto_now=True) def __str__(self): return self.name 
    submitted by    /u/BananaSatellite  
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Best practice for Django PKs in 2025 - Auto-Incrementing or UUIDField?

<div class="md">Hey everyone 👋 I’m a full-stack developer specializing in Django (backend) and React (frontend). I recently launched <a href="https://www.retailhubpro.com">www.retailhubpro.com</a> — a modern Point of Sale and inventory management web app built with Django REST Framework, React, and M-Pesa integration for payments. Now that the project is live, I’m open to freelance work and collaborations on: <ul> <li>SaaS or dashboard-based web apps</li> <li>APIs and payment integrations (M-Pesa, Stripe, etc.)</li> <li>Django REST + React or Next.js builds</li> <li>System redesigns or feature upgrades</li> </ul> I love working on practical, business-focused software and enjoy turning ideas into polished, scalable products. If you’re looking to build something or need an extra hand on your team, feel free to reach out or check out my work at <a href="https://www.retailhubpro.com">www.retailhubpro.com</a>. Let’s build something great 🚀 </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Surface4t"> /u/Surface4t </a> <a href="https://www.reddit.com/r/django/comments/1opxx55/django_react_developer_built_wwwretailhubprocom/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1opxx55/django_react_developer_built_wwwretailhubprocom/">[comments]</a>

Hey everyone 👋
 I’m a full-stack developer specializing in Django (backend) and React (frontend).
 I recently launched www.retailhubpro.com — a modern Point of Sale and inventory management web app built with Django REST Framework, React, and M-Pesa integration for payments.
 Now that the project is live, I’m open to freelance work and collaborations on:
  
SaaS or dashboard-based web apps
 APIs and payment integrations (M-Pesa, Stripe, etc.)
 Django REST + React or Next.js builds
 System redesigns or feature upgrades
  
I love working on practical, business-focused software and enjoy turning ideas into polished, scalable products.
 If you’re looking to build something or need an extra hand on your team, feel free to reach out or check out my work at www.retailhubpro.com.
 Let’s build something great 🚀
    submitted by    /u/Surface4t  
 [link]   [comments]

💻 Django + React Developer | Built www.retailhubpro.com | Open for freelance projects & collaborations

&#32; submitted by &#32; <a href="https://www.reddit.com/user/dwaxe"> /u/dwaxe </a> <a href="https://www.djangoproject.com/weblog/2025/nov/05/security-releases/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1op4sb0/django_security_releases_issued_528_5114_and_4226/">[comments]</a>

submitted by    /u/dwaxe  
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Django security releases issued: 5.2.8, 5.1.14, and 4.2.26

&#32; submitted by &#32; <a href="https://www.reddit.com/user/usmanhalalit"> /u/usmanhalalit </a> <a href="https://github.com/usmanhalalit/DjangoRealtime">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1opvw83/realtime_browser_events_for_django_postgresql/">[comments]</a>

submitted by    /u/usmanhalalit  
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Realtime browser events for Django + PostgreSQL

<div class="md">If you all were to start again, what would be your approach? I am having interest in drf but doesnot properly know how to learn it. Give me some advice. </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/____helloworld_____"> /u/____helloworld_____ </a> <a href="https://www.reddit.com/r/django/comments/1oq5m27/how_would_you_suggest_learning/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1oq5m27/how_would_you_suggest_learning/">[comments]</a>

If you all were to start again, what would be your approach? I am having interest in drf but doesnot properly know how to learn it. Give me some advice.
    submitted by    /u/____helloworld_____  
 [link]   [comments]

How would you suggest learning Django-Rest-Framework the proper way?

<div class="md">Hey everyone, So I’m a bit stuck and could really use some guidance. I’ve been building “automation systems” for a while now, using low-code tools like Make, Zapier, and Pipedream. Basically, connecting multiple SaaS platforms (Airtable, ClickUp, Slack, Instantly, Trello, Gmail, etc...) into one workflow that runs a whole business process end-to-end. For example, I built a Client Lifecycle Management System that takes a lead from form submission → qualification → assigning → notifications → proposals → onboarding... all automatically (using Make). Now I’m trying to move away from Make/Zapier and do all that with Python, because I figured out that companies are looking for engineers who know how to do both (pure code/low-code), but I’m getting LOST because most people talk about RPA (robotic process automation) when they mention automation, and that’s not what I’m talking about. I don’t want to automate desktop clicks or Excel macros — I want to automate SaaS workflows through APIs. So basically: <ul> <li>I want to learn how to build BPA (Business Process Automation) systems using pure coding (Python → Frameworks, libraries, concepts**)**.</li> <li>I already understand how the workflows work logically (I’ve built them visually in Make).</li> <li>I just want to know how to do the same with Python APIs, webhooks, scheduling, database handling, etc.</li> <li>Think of it as: “Make/Zapier but pure code.”</li> </ul> If anyone here has gone down this road or has some kind of clear roadmap or resource list (YouTube guy, or a community) for doing BPA with Python (not RPA), I’d really appreciate your help. Like, what should I focus on? How do people structure these automations at scale in real companies? Any advice, resources, or real-world examples would enlighten my mind </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/XunooL"> /u/XunooL </a> <a href="https://www.reddit.com/r/django/comments/1oqura8/trying_to_understand_how_to_do_business_process/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1oqura8/trying_to_understand_how_to_do_business_process/">[comments]</a>

<div class="md">Hi all, I just published my first Django package - django-lightning-seed. It&#39;s a Django command which can seed data super fast. Good for benchmarking or load-testing your Django queries. Check it out if interested and feel free to give me feedback! Github repo: <a href="https://github.com/spider-hand/django-lightning-seed">https://github.com/spider-hand/django-lightning-seed</a> </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/itsspiderhand"> /u/itsspiderhand </a> <a href="https://github.com/spider-hand/django-lightning-seed">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1ory9je/published_my_first_django_package/">[comments]</a>

Hi all,
 I just published my first Django package - django-lightning-seed.
 It's a Django command which can seed data super fast.
 Good for benchmarking or load-testing your Django queries.
 Check it out if interested and feel free to give me feedback!
 Github repo: https://github.com/spider-hand/django-lightning-seed
    submitted by    /u/itsspiderhand  
 [link]   [comments]

Published my first Django package

<div class="md">&quot;How to Create a Subscription SaaS Application with Django and Stripe (SaaS Pegasus)&quot; There are a very few youtube tutorials which teach this topic.. and most of them are 1-2 hrs tutorials.. i am not sure whether they teach just basics or advanced level too.. </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Hermit_D4C"> /u/Hermit_D4C </a> <a href="https://www.reddit.com/r/django/comments/1onadq5/is_this_a_good_resource_to_learn_payment/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1onadq5/is_this_a_good_resource_to_learn_payment/">[comments]</a>

"How to Create a Subscription SaaS Application with Django and Stripe (SaaS Pegasus)" There are a very few youtube tutorials which teach this topic.. and most of them are 1-2 hrs tutorials.. i am not sure whether they teach just basics or advanced level too..
    submitted by    /u/Hermit_D4C  
 [link]   [comments]

Is this a good resource to learn payment integration using DRF?

<div class="md">i am developing an education platform i have my own notes which i give access to only those who paid for the course can any one tell me how can i prevent the pdfs from being downloaded and other securities </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Fragger0310"> /u/Fragger0310 </a> <a href="https://www.reddit.com/r/django/comments/1optr3l/need_pdf_viewer/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1optr3l/need_pdf_viewer/">[comments]</a>

i am developing an education platform
 i have my own notes which i give access to only those who paid for the course
 can any one tell me how can i prevent the pdfs from being downloaded and other securities
    submitted by    /u/Fragger0310  
 [link]   [comments]

need pdf viewer

<div class="md">Hey everyone. I was recently doing a poc on whether we should or shouldn&#39;t try using the Async Views in our api. There is a flow where we have to call 3-4 internal APIs, one is called twice with different params, then that called another api which calls another api. I tried doing a benchmarking test today. Made a view with time.sleep(15) for synchronous and asyncio.sleep(15) for Async view. Used JMeter with users = 100, ramp up time = 1 and loop count = 50. Interesting result was that throughput of sync view and Async view were same, 6.6 per second. Like even with python manage.py runserver, the sync apiview was behaving like Async. To sate my curiosity, I wrote the same thing for a FastApi, and results were same. Can anyone help me in figuring out why was this happening? And if my regular view can handle things like Async view then why would I need Async Views? Why would not using the regular drf with unicorn work fine? </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Choice-Appointment35"> /u/Choice-Appointment35 </a> <a href="https://www.reddit.com/r/django/comments/1onfnyo/sync_vs_async_views_in_drf/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1onfnyo/sync_vs_async_views_in_drf/">[comments]</a>

Hey everyone. I was recently doing a poc on whether we should or shouldn't try using the Async Views in our api. There is a flow where we have to call 3-4 internal APIs, one is called twice with different params, then that called another api which calls another api.
 I tried doing a benchmarking test today. Made a view with time.sleep(15) for synchronous and asyncio.sleep(15) for Async view.
 Used JMeter with users = 100, ramp up time = 1 and loop count = 50. Interesting result was that throughput of sync view and Async view were same, 6.6 per second.
 Like even with python manage.py runserver, the sync apiview was behaving like Async.
 To sate my curiosity, I wrote the same thing for a FastApi, and results were same.
 Can anyone help me in figuring out why was this happening? And if my regular view can handle things like Async view then why would I need Async Views? Why would not using the regular drf with unicorn work fine?
    submitted by    /u/Choice-Appointment35  
 [link]   [comments]

Sync Vs Async Views in DRF

<div class="md">We’re excited to invite you to Django Day India 2025, the biggest Django community event in the country! The schedule is now live, featuring talks on Django, Python, architecture, scalability, and open source from some of the most active contributors in the ecosystem. Keynote Speakers: Thibaud Colas — President, Django Software Foundation &amp; Tech Lead at Torchbox Sarah Abderemane — Vice President, Django Software Foundation &amp; Software Engineer at Kraken Tech Whether you’re building with Django daily or just passionate about web development, this is a great chance to learn, connect, and be part of India’s growing Django community Tickets are closing tomorrow , so grab yours before they sell out! tickets: <a href="https://konfhub.com/djangoday-india-2025">https://konfhub.com/djangoday-india-2025</a> Official website: djangoday.in Come for the code, stay for the community! </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Educational-Bed-8524"> /u/Educational-Bed-8524 </a> <a href="https://www.reddit.com/r/django/comments/1op14p2/first_event_django_day_india_is_here_november_8/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1op14p2/first_event_django_day_india_is_here_november_8/">[comments]</a>

We’re excited to invite you to Django Day India 2025, the biggest Django community event in the country! 
 The schedule is now live, featuring talks on Django, Python, architecture, scalability, and open source from some of the most active contributors in the ecosystem.
 Keynote Speakers:
 Thibaud Colas — President, Django Software Foundation & Tech Lead at Torchbox
 Sarah Abderemane — Vice President, Django Software Foundation & Software Engineer at Kraken Tech
 Whether you’re building with Django daily or just passionate about web development, this is a great chance to learn, connect, and be part of India’s growing Django community 
 Tickets are closing tomorrow , so grab yours before they sell out!
 tickets: https://konfhub.com/djangoday-india-2025
 Official website: djangoday.in
 Come for the code, stay for the community! 
    submitted by    /u/Educational-Bed-8524  
 [link]   [comments]

First event Django Day India is here - November 8, 2025

<div class="md">Build Blog for My academy, but using gmail is not reliable , what is the best option and cheap also to send emails such as Forgot password or account activation? any recommendation </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Blender4Arab"> /u/Blender4Arab </a> <a href="https://www.reddit.com/r/django/comments/1or8qmt/email_service_instead_of_gmail/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1or8qmt/email_service_instead_of_gmail/">[comments]</a>

Build Blog for My academy,
 but using gmail is not reliable ,
 what is the best option and cheap also to send emails such as Forgot password or account activation?
 any recommendation
    submitted by    /u/Blender4Arab  
 [link]   [comments]

Email Service instead of gmail

<div class="md">Hey <a href="/r/django">r/django</a>! I just released HoneyGuard, a reusable Django app that creates fake admin login pages to waste attackers&#39; time and gather intelligence. 🎯 What it does: - Fake Django Admin and WordPress login pages at /admin/ and /wp-admin.php - Detects suspicious behavior (timing anomalies, hidden field manipulation) - Logs all attempts with risk scores - Optional email alerts - Pluggable signals for custom handlers 🔧 Simple setup: pip install django-honeyguard Then add to INSTALLED_APPS and include the URLs. That&#39;s it! The idea is to move your real admin to something like /secret-admin/ while the honeypot catches bots hammering /admin/. You get logs, alerts, and insight into attack patterns. 📚 Full docs: <a href="https://django-honeyguard.readthedocs.io">https://django-honeyguard.readthedocs.io</a> 🔗 GitHub: <a href="https://github.com/alihtt/django-honeyguard">https://github.com/alihtt/django-honeyguard</a> Would love feedback from the community! What other honeypot features would be useful? </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/WasteApplication4715"> /u/WasteApplication4715 </a> <a href="https://www.reddit.com/r/django/comments/1oq9h8s/i_built_honeyguard_a_django_honeypot_package_to/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1oq9h8s/i_built_honeyguard_a_django_honeypot_package_to/">[comments]</a>

Hey r/django! I just released HoneyGuard, a reusable Django app that creates fake admin login pages to waste attackers' time and gather intelligence.
 🎯 What it does: - Fake Django Admin and WordPress login pages at /admin/ and /wp-admin.php - Detects suspicious behavior (timing anomalies, hidden field manipulation) - Logs all attempts with risk scores - Optional email alerts - Pluggable signals for custom handlers
 🔧 Simple setup: pip install django-honeyguard
 Then add to INSTALLED_APPS and include the URLs. That's it!
 The idea is to move your real admin to something like /secret-admin/ while the honeypot catches bots hammering /admin/. You get logs, alerts, and insight into attack patterns.
 📚 Full docs: https://django-honeyguard.readthedocs.io 🔗 GitHub: https://github.com/alihtt/django-honeyguard
 Would love feedback from the community! What other honeypot features would be useful?
    submitted by    /u/WasteApplication4715  
 [link]   [comments]

I built HoneyGuard - A Django honeypot package to catch attackers targeting your admin

<div class="md">Hi all, I hope it’s ok to post for feedback etc if it’s not please remove. Im a beginner with Django having only completed the Python crash course learning log Django project previously. I wanted to keep up the practice with Django and python and actually build my own project. I opted to build a password manager to understand the encryption and cryptography handling as I have an interest in the cyber security side. Overall it’s been quite a decent project and I have learnt a lot and implemented a lot more than I first planned. I have done the majority of the coding/UI myself, but I can’t take full credit, I did use github copilot for the occasional mentor style guidance and a code example and snippet for the the encryption logic (I did rewrite its code several times to tweak and understand it mind) as it was my first foray into cryptography, quite a rabbit hole that is. It&#39;s educational only, would be kind of cool if it got to being fully usable but that’s a way off yet. I need to add a few UI tweaks and switch from using SQLite but it may be a little while in updating as I work pretty much full time and am studying for Uni as well. The main things I can think of off the top of my head would be: On the encryption side,I’ve used Fernet and Argon2id would that suffice or is there any alternative options that would be better (I did briefly read up on KEK/DEK for better account recovery). For the overall implementation, is there anything glaringly obvious that needs to be changed or altered?Any newbie errors in the structure or anything session wise? Or on the continued learning side anything I need to read up on or focus on to improve? The repo: <a href="https://github.com/danjwilko/password_manager">https://github.com/danjwilko/password_manager</a> I have added a discussion page into the repo if you wanted to leave feedback, comments or anything on there too. Discussion page: <a href="https://github.com/danjwilko/password_manager/discussions/1">https://github.com/danjwilko/password_manager/discussions/1</a> Any feedback, advice, tips, or comments are most welcome. Cheers all. (If the format is odd I do apologise, typed up on he phone, so probably a few auto corrected words too lol). </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/danjwilko"> /u/danjwilko </a> <a href="https://www.reddit.com/r/django/comments/1onqrn9/built_a_django_password_manager_learning_project/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1onqrn9/built_a_django_password_manager_learning_project/">[comments]</a>

Hi all, I hope it’s ok to post for feedback etc if it’s not please remove.
 Im a beginner with Django having only completed the Python crash course learning log Django project previously. I wanted to keep up the practice with Django and python and actually build my own project. 
 I opted to build a password manager to understand the encryption and cryptography handling as I have an interest in the cyber security side. 
 Overall it’s been quite a decent project and I have learnt a lot and implemented a lot more than I first planned.
 I have done the majority of the coding/UI myself, but I can’t take full credit, I did use github copilot for the occasional mentor style guidance and a code example and snippet for the the encryption logic (I did rewrite its code several times to tweak and understand it mind) as it was my first foray into cryptography, quite a rabbit hole that is. 
 It's educational only, would be kind of cool if it got to being fully usable but that’s a way off yet. I need to add a few UI tweaks and switch from using SQLite but it may be a little while in updating as I work pretty much full time and am studying for Uni as well. 
 The main things I can think of off the top of my head would be: On the encryption side,I’ve used Fernet and Argon2id would that suffice or is there any alternative options that would be better (I did briefly read up on KEK/DEK for better account recovery).
 For the overall implementation, is there anything glaringly obvious that needs to be changed or altered?Any newbie errors in the structure or anything session wise? Or on the continued learning side anything I need to read up on or focus on to improve? 
 The repo: https://github.com/danjwilko/password_manager
 I have added a discussion page into the repo if you wanted to leave feedback, comments or anything on there too.
 Discussion page: https://github.com/danjwilko/password_manager/discussions/1
 Any feedback, advice, tips, or comments are most welcome.
 Cheers all.
 (If the format is odd I do apologise, typed up on he phone, so probably a few auto corrected words too lol). 
    submitted by    /u/danjwilko  
 [link]   [comments]

Built a Django password manager (learning project) any feedback, tips or advice?

<div class="md">Do you put logic like tax &amp; discounts calculation on client side or server side then update ui using ajax? Why so? Tnx </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/PatrickJohn87"> /u/PatrickJohn87 </a> <a href="https://www.reddit.com/r/django/comments/1ork8zc/django_devsnot_spa_server_rendered_do_you_put/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1ork8zc/django_devsnot_spa_server_rendered_do_you_put/">[comments]</a>

Do you put logic like tax & discounts calculation on client side or server side then update ui using ajax? Why so? Tnx
    submitted by    /u/PatrickJohn87  
 [link]   [comments]

Django devs(not spa) server rendered do you put business logic on client side

<div class="md">Hi, <ol> <li>Right now, my APIs are mostly page wise, not feature wise. So, my frontend guys asked me to just give them a single API for everything that will be on that page. </li> </ol> Example: <ul> <li>1. A page has following Data <ul> <li>Order <ul> <li>Place Date, ship date, agent who assisted in placing order, other meta data.</li> <li>permissions ( if order can be edited by the logged in user). We are actually sending all these permissions from the backend itself, so that frontend can accordingly show buttons to user. </li> </ul></li> <li>Product Details: <ul> <li>each item, name, quantitiy. </li> <li>permissions ( if product quantity can be modified by the logged in user)</li> </ul></li> <li>payment details <ul> <li>payment date, payment method etc. </li> </ul></li> <li>refund details <ul> <li>refund amount, processing date, etc</li> </ul></li> </ul></li> </ul> This is just an example, in my real case there are so many things being shown on a single page, and it feels important to show them together. Now, order details can be shown on other pages as well, so I kind of like created a service to abstract the things out. But still sometimes creating this is very cumbersome, is it worth the effort or am I doing it completely wrong way. Frontend should be forced to put many apis on the page. <ol> <li>Also, for post, put, patch should we send some response with the data of the resource or just a simple message. In my cases almost all of the post, put , patch never just make changes to one single model, they make it across many models. So, if I send any response then I will have to every time do double work, first write the logic to get it saved, second write the logic to again fetch it. </li> </ol> What is roboust way to write these things. </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/virtualshivam"> /u/virtualshivam </a> <a href="https://www.reddit.com/r/django/comments/1oqwa9o/api_designing_help_better_approach/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1oqwa9o/api_designing_help_better_approach/">[comments]</a>

Hi, 
  
Right now, my APIs are mostly page wise, not feature wise. So, my frontend guys asked me to just give them a single API for everything that will be on that page. 
  
Example: 
  
1. A page has following Data 
 Order 
 Place Date, ship date, agent who assisted in placing order, other meta data.
 permissions ( if order can be edited by the logged in user). We are actually sending all these permissions from the backend itself, so that frontend can accordingly show buttons to user. 
 
 Product Details: 
 each item, name, quantitiy. 
 permissions ( if product quantity can be modified by the logged in user)
 
 payment details 
 payment date, payment method etc. 
 
 refund details 
 refund amount, processing date, etc
 
 
  
This is just an example, in my real case there are so many things being shown on a single page, and it feels important to show them together. 
 Now, order details can be shown on other pages as well, so I kind of like created a service to abstract the things out. 
 But still sometimes creating this is very cumbersome, is it worth the effort or am I doing it completely wrong way. Frontend should be forced to put many apis on the page. 
  
Also, for post, put, patch should we send some response with the data of the resource or just a simple message. In my cases almost all of the post, put , patch never just make changes to one single model, they make it across many models. So, if I send any response then I will have to every time do double work, first write the logic to get it saved, second write the logic to again fetch it. 
  
What is roboust way to write these things. 
    submitted by    /u/virtualshivam  
 [link]   [comments]

API Designing Help. Better Approach

&#32; submitted by &#32; <a href="https://www.reddit.com/user/thibaudcolas"> /u/thibaudcolas </a> <a href="https://www.djangoproject.com/weblog/2025/nov/07/django-at-pycon-fr-2025/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1oqr0pj/django_at_pycon_fr_2025/">[comments]</a>

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

Django at PyCon FR 2025 🇫🇷

<div class="md">Hi, I have been working on a project since few months, the API&#39;s are taking 1-2 seconds atleast on the server. These same API takes 130-150ms in local, I understand I would get some latency in server but is there anyway I can reduce the time as much as possible. Here are the things that are already in place: 1. Proper indexing. 2. Prefetched and select related Local response time breakdown (130-150ms) used Silk: 1. Query takes - 17-20ms 2. Serialization (considers nested serializer) - 100-120ms Server configs: Aws mysql rds (Small), k8s (512MB RAM), akamai , gunicorn 4 workers Server response time: 1.2-1.4 seconds. My application involves lot of user actions, caching will complicate the things. What are few things I can try to have better response time, which makes the application smooth. Thanks </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Simple_Caregiver7062"> /u/Simple_Caregiver7062 </a> <a href="https://www.reddit.com/r/django/comments/1onlm0t/how_would_you_reduce_server_latency_in_response/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1onlm0t/how_would_you_reduce_server_latency_in_response/">[comments]</a>

Hi, I have been working on a project since few months, the API's are taking 1-2 seconds atleast on the server.
 These same API takes 130-150ms in local, I understand I would get some latency in server but is there anyway I can reduce the time as much as possible.
 Here are the things that are already in place: 1. Proper indexing. 2. Prefetched and select related
 Local response time breakdown (130-150ms) used Silk: 1. Query takes - 17-20ms 2. Serialization (considers nested serializer) - 100-120ms
 Server configs: Aws mysql rds (Small), k8s (512MB RAM), akamai , gunicorn 4 workers
 Server response time: 1.2-1.4 seconds.
 My application involves lot of user actions, caching will complicate the things.
 What are few things I can try to have better response time, which makes the application smooth.
 Thanks 
    submitted by    /u/Simple_Caregiver7062  
 [link]   [comments]

How would you reduce server latency in response

<div class="md">Hi, Question: With which name should I search on Google to learn about these things. Translating a business problem into code. Context: I am kinda new to development. It&#39;s been like 8 months now. There are many buzz words I have came across like system design, design principles ,design patterns, UML, BRD. System design is most prominent among those, but when I see about it, it more seems on the deployment side rather then coding side. For us fault tolerance, availability, load balancers , cdns, read and write only databases are not that much of a concern because we have really like just 20 users. Coolify is sufficient for us, we containerise and then directly deploy. What really is things that I need help with is: <ol> <li>Logging issues, if some part / feature of code is not working. </li> <li>Searching efficiently in the data. ( Eg: elasticsearch, postgres full text search) </li> <li>Converting business scenario/ problem into database schema and then coding. </li> <li>Be confident for updates ( recently started writing tests, which makes me more confident in my code). </li> <li>Making short lived branches and having strategy for git, automatic tests and builds. </li> <li>Organizing code into files, modules. Creating a self library for things like auth that are being used in every other project ( heard about SSO, which seems like , it will solve all of my authentication issues at once for all my projects) </li> </ol> What is the name of field / domain in which we study about these sort of concepts that directly help in programming. Like under which umbrella do these buzz words fall: 1. UML 2. Finite state machine. 3. Dependency injection 4. Django style guide And other concepts. Like recently someone in the reddit suggested me to study about Finite state machine and it was really helpful for me , I was able to think about a approval workflow and simplify it to some extent. What should I search on YouTube/ Google to study about these things that will help me in breaking the business problem into code and write maintable code. </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/virtualshivam"> /u/virtualshivam </a> <a href="https://www.reddit.com/r/django/comments/1oqjn0z/business_problem_to_code/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1oqjn0z/business_problem_to_code/">[comments]</a>

Hi,
 Question: With which name should I search on Google to learn about these things. 
 Translating a business problem into code. 
 Context: 
 I am kinda new to development. It's been like 8 months now. 
 There are many buzz words I have came across like system design, design principles ,design patterns, UML, BRD. 
 System design is most prominent among those, but when I see about it, it more seems on the deployment side rather then coding side. 
 For us fault tolerance, availability, load balancers , cdns, read and write only databases are not that much of a concern because we have really like just 20 users. Coolify is sufficient for us, we containerise and then directly deploy. 
 What really is things that I need help with is: 
  
Logging issues, if some part / feature of code is not working. 
 
Searching efficiently in the data. ( Eg: elasticsearch, postgres full text search) 
 
Converting business scenario/ problem into database schema and then coding. 
 
Be confident for updates ( recently started writing tests, which makes me more confident in my code). 
 
Making short lived branches and having strategy for git, automatic tests and builds. 
 
Organizing code into files, modules. Creating a self library for things like auth that are being used in every other project ( heard about SSO, which seems like , it will solve all of my authentication issues at once for all my projects) 
 
 What is the name of field / domain in which we study about these sort of concepts that directly help in programming. 
 Like under which umbrella do these buzz words fall: 1. UML 2. Finite state machine. 3. Dependency injection 4. Django style guide
 And other concepts.
 Like recently someone in the reddit suggested me to study about Finite state machine and it was really helpful for me , I was able to think about a approval workflow and simplify it to some extent. 
 What should I search on YouTube/
 Google to study about these things that will help me in breaking the business problem into code and write maintable code. 
    submitted by    /u/virtualshivam  
 [link]   [comments]

Business problem to Code

<div class="md">Hey folks 👋 I’ve been working as a Django developer for a while, and I’ve just stepped into a new role — leading a small dev team for the first time. 😅 I’m quite comfortable using Git and GitHub for my own projects (branching, commits, merges, etc.), but this is my first time being responsible for managing version control across a whole team. That means keeping the repo organized, managing branches, reviewing pull requests, and setting up a clean workflow for everyone. So I’d love some advice from those who’ve been there: 💡 What are your best practices or go-to workflows for handling Git/GitHub in a small to mid-sized team? 🌿 How do you structure your branches? (e.g., <code>main</code> → <code>dev</code> → <code>feature/*</code>, or something else?) ⚔️ Any tricks to avoid merge conflicts or teammates accidentally overwriting each other’s work? 🧩 What habits or tools help you maintain clean commits and PRs? (commit conventions, code reviews, automations, etc.) Basically, I’m looking for real-world tips — things you’ve learned the hard way or wish someone had told you earlier when you first led a team. NB: I’d really appreciate genuine advice from you all, so please avoid comments like “ask ChatGPT” Yes, I did rephrase this post with AI — just wanted it to sound clearer and more readable. The questions and situation are 100% real. ❤️ </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Silly-Hair-4489"> /u/Silly-Hair-4489 </a> <a href="https://www.reddit.com/r/django/comments/1oowbp6/handling_git_version_control_as_a_team_lead_for/">[link]</a> &#32; <a href="https://www.reddit.com/r/django/comments/1oowbp6/handling_git_version_control_as_a_team_lead_for/">[comments]</a>

Hey folks 👋
 I’ve been working as a Django developer for a while, and I’ve just stepped into a new role — leading a small dev team for the first time. 😅
 I’m quite comfortable using Git and GitHub for my own projects (branching, commits, merges, etc.), but this is my first time being responsible for managing version control across a whole team. That means keeping the repo organized, managing branches, reviewing pull requests, and setting up a clean workflow for everyone.
 So I’d love some advice from those who’ve been there:
 💡 What are your best practices or go-to workflows for handling Git/GitHub in a small to mid-sized team?
 🌿 How do you structure your branches? (e.g., main → dev → feature/*, or something else?)
 ⚔️ Any tricks to avoid merge conflicts or teammates accidentally overwriting each other’s work?
 🧩 What habits or tools help you maintain clean commits and PRs? (commit conventions, code reviews, automations, etc.)
 Basically, I’m looking for real-world tips — things you’ve learned the hard way or wish someone had told you earlier when you first led a team.
 NB: I’d really appreciate genuine advice from you all, so please avoid comments like “ask ChatGPT”
 Yes, I did rephrase this post with AI — just wanted it to sound clearer and more readable. The questions and situation are 100% real. ❤️
    submitted by    /u/Silly-Hair-4489  
 [link]   [comments]

Handling Git version control as a team lead for the first time

<div class="md">Is there a site or something, where I can a roadmap? I prefer something like this so I know what to learn after the other. Thank you! </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/XanZanXan"> /u/XanZanXan </a> <a href="https://www.reddit.com/r/djangolearning/comments/1opp3jz/django_roadmap_web_dev/">[link]</a> &#32; <a href="https://www.reddit.com/r/djangolearning/comments/1opp3jz/django_roadmap_web_dev/">[comments]</a>

Is there a site or something, where I can a roadmap? I prefer something like this so I know what to learn after the other. Thank you!
    submitted by    /u/XanZanXan  
 [link]   [comments]

Django Roadmap (Web Dev)

<div class="md">I understand what middlewares are and how they work. But in django, they are global in nature. So, in most projects with versatile requirements, especially with roles, why would anyone want to use global middlewares other than for logging. As a developer, when have you felt the need to use custom global middlewares? I really want to understand its use cases so I can better prepare this topic. Thanks a lot. </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Worried-Ad6403"> /u/Worried-Ad6403 </a> <a href="https://www.reddit.com/r/djangolearning/comments/1onq17b/in_which_cases_you_use_custom_middlewares/">[link]</a> &#32; <a href="https://www.reddit.com/r/djangolearning/comments/1onq17b/in_which_cases_you_use_custom_middlewares/">[comments]</a>

I understand what middlewares are and how they work. But in django, they are global in nature. So, in most projects with versatile requirements, especially with roles, why would anyone want to use global middlewares other than for logging.
 As a developer, when have you felt the need to use custom global middlewares?
 I really want to understand its use cases so I can better prepare this topic.
 Thanks a lot.
    submitted by    /u/Worried-Ad6403  
 [link]   [comments]

In which cases you use custom middlewares

<div class="md">Hello Everyone, I started learning Django today, I need a mentor, who can guide me in this Journey. TIA. </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/stackbento"> /u/stackbento </a> <a href="https://www.reddit.com/r/djangolearning/comments/1ooqqdb/looking_for_a_mentor/">[link]</a> &#32; <a href="https://www.reddit.com/r/djangolearning/comments/1ooqqdb/looking_for_a_mentor/">[comments]</a>

Hello Everyone, 
 I started learning Django today, I need a mentor, who can guide me in this Journey. 
 TIA.
    submitted by    /u/stackbento  
 [link]   [comments]

Looking for a Mentor

<div class="md"><a href="https://github.com/colour-science/flask-compress/blob/master/CHANGELOG.md">2 releases</a> were made recently to add support for streaming responses. No more buffering the entire response to compress it, it now happens on the fly </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/alexprengere"> /u/alexprengere </a> <a href="https://www.reddit.com/r/flask/comments/1op4w9f/flaskcompress_122_released/">[link]</a> &#32; <a href="https://www.reddit.com/r/flask/comments/1op4w9f/flaskcompress_122_released/">[comments]</a>

2 releases were made recently to add support for streaming responses.
 No more buffering the entire response to compress it, it now happens on the fly
    submitted by    /u/alexprengere  
 [link]   [comments]

Flask-Compress 1.22 released

<div class="md">Hi everyone After a week, I will be participating a hackathon for first time.I am thinking to build a website using flask framework.I know a good amount of python but I don&#39;t know flask. Can you guys guide me like how to learn flask quickly and tips and tricks for hackathon. </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Own-Imagination3787"> /u/Own-Imagination3787 </a> <a href="https://www.reddit.com/r/flask/comments/1osd22j/need_help/">[link]</a> &#32; <a href="https://www.reddit.com/r/flask/comments/1osd22j/need_help/">[comments]</a>

Hi everyone After a week, I will be participating a hackathon for first time.I am thinking to build a website using flask framework.I know a good amount of python but I don't know flask. Can you guys guide me like how to learn flask quickly and tips and tricks for hackathon. 
    submitted by    /u/Own-Imagination3787  
 [link]   [comments]

Need help

<div class="md">Hello, I am currently in the process of building a small app aiming to localy train small AI models. I keep seeing on the internet that desactivating the CSRF in forms is super dangerous, but is it if the app will be run localy only, and not have &quot;sensitive&quot; (ie account management) informations uploaded? Right now I have forms to upload a project name and training files, I don&#39;t think I need CSRF for these? Thanks in advance </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Pure_Hovercraft9021"> /u/Pure_Hovercraft9021 </a> <a href="https://www.reddit.com/r/flask/comments/1oo94xx/what_is_the_point_of_csrf_for_form_validation/">[link]</a> &#32; <a href="https://www.reddit.com/r/flask/comments/1oo94xx/what_is_the_point_of_csrf_for_form_validation/">[comments]</a>

Hello,
 I am currently in the process of building a small app aiming to localy train small AI models. I keep seeing on the internet that desactivating the CSRF in forms is super dangerous, but is it if the app will be run localy only, and not have "sensitive" (ie account management) informations uploaded? 
 Right now I have forms to upload a project name and training files, I don't think I need CSRF for these?
 Thanks in advance
    submitted by    /u/Pure_Hovercraft9021  
 [link]   [comments]

What is the point of CSRF for form validation?

<table> <tr><td> <a href="https://www.reddit.com/r/flask/comments/1onsrai/aidmap_crowdsourced_map_for_firstaid_kits_aeds/"> <img src="https://external-preview.redd.it/TIAGEyFUpadq6zB4LNh8hezgS2Tbk5kGAMLBm8Mw5Ac.png?width=640&amp;crop=smart&amp;auto=webp&amp;s=16e920d609245f64fe036ae39c367a5c7fcf6536" alt="AidMap - Crowdsourced Map for first-aid kits &amp; AEDs" title="AidMap - Crowdsourced Map for first-aid kits &amp; AEDs" /> </a> </td><td> &#32; submitted by &#32; <a href="https://www.reddit.com/user/OrangeLineEnjoyer"> /u/OrangeLineEnjoyer </a> <a href="https://github.com/dankeg/AidMap">[link]</a> &#32; <a href="https://www.reddit.com/r/flask/comments/1onsrai/aidmap_crowdsourced_map_for_firstaid_kits_aeds/">[comments]</a> </td></tr></table>

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

AidMap - Crowdsourced Map for first-aid kits & AEDs

<div class="md">Hi I am learning python and I would like to create a website using Flask like a personal page. How does it work? Do you know useful materials? How do I buy a domain? Should I buy it? </div> <a href="https://www.reddit.com/r/flask/comments/1ondv3r/create_a_flask_appwebsite/">[link]</a> &#32; <a href="https://www.reddit.com/r/flask/comments/1ondv3r/create_a_flask_appwebsite/">[comments]</a>

Hi I am learning python and I would like to create a website using Flask like a personal page. How does it work? Do you know useful materials? How do I buy a domain? Should I buy it?
  
 [link]   [comments]

Create a Flask app-website

<table> <tr><td> <a href="https://www.reddit.com/r/flask/comments/1oo5qwd/looking_for_junior_backend_developer_internship/"> <img src="https://external-preview.redd.it/4CVeweyDNuJbpBFZ8jrtHn5wgUHcMYKJKHA_HOej9JY.png?width=320&amp;crop=smart&amp;auto=webp&amp;s=897e44f27be11b9633af422eb0dde5e0704abe8b" alt="Looking for Junior Backend Developer / Internship Opportunities (No Professional Experience Yet)" title="Looking for Junior Backend Developer / Internship Opportunities (No Professional Experience Yet)" /> </a> </td><td> <div class="md">Hi everyone, I’m Dimitar, a Python developer from Europe with a strong interest in backend development. I’ve built a few personal projects, including a playlist manager, library automation scripts, and small Flask applications. I’m familiar with Python, Flask, REST APIs, Git, and basic database integration (SQL / SQLite).I don’t have professional experience yet, but I’m highly motivated to learn and grow in a junior backend role or internship. I’m open to REMOTE OPPORTUNITIES and willing to contribute wherever I can.If anyone has advice, knows companies hiring juniors, or can share resources for building real-world backend experience, I’d greatly appreciate it! Thanks in advance! </div> &#32; submitted by &#32; <a href="https://www.reddit.com/user/AgreeablePause4179"> /u/AgreeablePause4179 </a> <a href="https://github.com/DimitarITZankov">[link]</a> &#32; <a href="https://www.reddit.com/r/flask/comments/1oo5qwd/looking_for_junior_backend_developer_internship/">[comments]</a> </td></tr></table>

Hi everyone,
 I’m Dimitar, a Python developer from Europe with a strong interest in backend development. I’ve built a few personal projects, including a playlist manager, library automation scripts, and small Flask applications. I’m familiar with Python, Flask, REST APIs, Git, and basic database integration (SQL / SQLite).I don’t have professional experience yet, but I’m highly motivated to learn and grow in a junior backend role or internship. I’m open to REMOTE OPPORTUNITIES and willing to contribute wherever I can.If anyone has advice, knows companies hiring juniors, or can share resources for building real-world backend experience, I’d greatly appreciate it!
 Thanks in advance!
    submitted by    /u/AgreeablePause4179  
 [link]   [comments]

Hello, Python

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