Django 6.1 New Features!
In this video, we'll look at new features coming in the Django 6.1 release, including fetch modes, mailers settings, and new database-level on-delete functionality for foreign key relationships.
https://www.youtube.com/watch?v=ib9am_m2CnM
In this video, we'll look at new features coming in the Django 6.1 release, including fetch modes, mailers settings, and new database-level on-delete functionality for foreign key relationships.
https://www.youtube.com/watch?v=ib9am_m2CnM
YouTube
Django 6.1 New Features! Fetch Modes, Mailers and more...
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To support the…
Webhooks Explained (+ Clean Implementation)
The video demonstrates how to add webhooks to a FastAPI application and then evolve the design toward an event-driven architecture that decouples integrations from API endpoints. By using events to handle side effects, the approach makes applications more modular, extensible, and easier to maintain as new integrations and workflows are added.
https://www.youtube.com/watch?v=yc-gp3PFHEI
The video demonstrates how to add webhooks to a FastAPI application and then evolve the design toward an event-driven architecture that decouples integrations from API endpoints. By using events to handle side effects, the approach makes applications more modular, extensible, and easier to maintain as new integrations and workflows are added.
https://www.youtube.com/watch?v=yc-gp3PFHEI
YouTube
Your REST API Needs Webhooks
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In this video, I show how to add webhooks to a FastAPI application, and then take it one step further with a cleaner, event…
In this video, I show how to add webhooks to a FastAPI application, and then take it one step further with a cleaner, event…
SRE for AI Agents: Error Budgets, Trust, and 90 Trials
90 trials, 1.7 phantom files per change. Python shadow-replay experiment with reproducible dataset. DOI: 10.5281/zenodo.20645992
https://clouatre.ca/posts/sre-ai-agents-production/
90 trials, 1.7 phantom files per change. Python shadow-replay experiment with reproducible dataset. DOI: 10.5281/zenodo.20645992
https://clouatre.ca/posts/sre-ai-agents-production/
Hugues Clouâtre - AI & Platform Engineering
SRE for AI Agents: Error Budgets, Trust, and 90 Trials
Can an AI agent predict scope without hallucinating? We ran 90 trials. It added 1.7 phantom files per change. Error budgets and trust ladders are the gate.
Panniantong / Agent-Reach
Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
https://github.com/Panniantong/Agent-Reach
Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
https://github.com/Panniantong/Agent-Reach
GitHub
GitHub - Panniantong/Agent-Reach: Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub…
Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees. - Panniantong/Agent-Reach
sia
SIA is a Self Improving AI framework to autonomously improve the performance of any AI system (Model / Agent) on a benchmark task.
https://github.com/hexo-ai/sia
SIA is a Self Improving AI framework to autonomously improve the performance of any AI system (Model / Agent) on a benchmark task.
https://github.com/hexo-ai/sia
GitHub
GitHub - hexo-ai/sia: SIA is a Self Improving AI framework to autonomously improve the performance of any AI system (Model / Agent)…
SIA is a Self Improving AI framework to autonomously improve the performance of any AI system (Model / Agent) on a benchmark task. - hexo-ai/sia
Talks from the PyCon US Typing Summit - Intersections, Tensor Shapes, and more!
https://www.reddit.com/r/Python/comments/1u94fl8/talks_from_the_pycon_us_typing_summit/
https://www.reddit.com/r/Python/comments/1u94fl8/talks_from_the_pycon_us_typing_summit/
Reddit
From the Python community on Reddit
Explore this post and more from the Python community
debpalash / OmniVoice-Studio
The open-source ElevenLabs alternative for local voice cloning, design, create, dubbing and dictation Desktop App
https://github.com/debpalash/OmniVoice-Studio
The open-source ElevenLabs alternative for local voice cloning, design, create, dubbing and dictation Desktop App
https://github.com/debpalash/OmniVoice-Studio
GitHub
GitHub - debpalash/OmniVoice-Studio: The open-source ElevenLabs alternative for local voice cloning, design, create, dubbing and…
The open-source ElevenLabs alternative for local voice cloning, design, create, dubbing and dictation Desktop App - debpalash/OmniVoice-Studio
Marin
Open-source framework for the research and development of foundation models.
https://github.com/marin-community/marin
Open-source framework for the research and development of foundation models.
https://github.com/marin-community/marin
GitHub
GitHub - marin-community/marin: Open-source framework for the research and development of foundation models.
Open-source framework for the research and development of foundation models. - marin-community/marin
Python Pro Hub – Python Error Fixes, Data Science & AI Tutorials
Fix Python errors fast. Tutorials covering data science, AI projects, Flask, Django, and automation for all skill levels.
https://pythonprohub.com/
Fix Python errors fast. Tutorials covering data science, AI projects, Flask, Django, and automation for all skill levels.
https://pythonprohub.com/
Python Pro Hub
Home
Begin your coding journey and learn Python today. Master Django, Data Science, and Machine Learning with our expert tutorials.
How and why to run modified Python code using the ast module
Learn how to use Python's ast module to parse, transform, and execute code at runtime, using eval-type-backport as a real-world Python metaprogramming example.
https://pydantic.dev/articles/eval-type-backport
Learn how to use Python's ast module to parse, transform, and execute code at runtime, using eval-type-backport as a real-world Python metaprogramming example.
https://pydantic.dev/articles/eval-type-backport
pydantic.dev
Python ast Module Tutorial: Transform and Run Code at Runtime
Learn how to use Python's ast module to parse, transform, and execute code at runtime, using eval-type-backport as a real-world Python metaprogramming example.
whichllm
Find the local LLM that actually runs and performs best on your hardware. Ranked by real, recency-aware benchmarks, not parameter count. One command, run it instantly.
https://github.com/Andyyyy64/whichllm
Find the local LLM that actually runs and performs best on your hardware. Ranked by real, recency-aware benchmarks, not parameter count. One command, run it instantly.
https://github.com/Andyyyy64/whichllm
GitHub
GitHub - Andyyyy64/whichllm: Find the local LLM that actually runs and performs best on your hardware. Ranked by real, recency…
Find the local LLM that actually runs and performs best on your hardware. Ranked by real, recency-aware benchmarks, not parameter count. One command, run it instantly. - Andyyyy64/whichllm
Pyodide 314.0: Python packages can now publish WebAssembly wheels to PyPI
https://blog.pyodide.org/posts/314-release/
https://blog.pyodide.org/posts/314-release/
Pyodide blog
Pyodide 314.0 Release
We are pleased to announce the Pyodide 314.0 release.
This release focuses on standardization and packaging, marking a significant milestone in the Python-in-the-browser ecosystem.
PEP 783 is Accepted: What Does It Mean?
The acceptance of PEP 783: Emscripten…
This release focuses on standardization and packaging, marking a significant milestone in the Python-in-the-browser ecosystem.
PEP 783 is Accepted: What Does It Mean?
The acceptance of PEP 783: Emscripten…
Jupyter Enterprise Gateway: From Notebook to Kubernetes Cluster Admin
Security researchers at elttam uncovered three critical vulnerabilities in Jupyter Enterprise Gateway that allow notebook users to escalate privileges and potentially take over an entire Kubernetes cluster. The post walks through the attack chain from a Jupyter notebook to cluster-wide compromise, highlighting the risks of running multi-tenant notebook infrastructure without strong isola...
https://www.elttam.com/blog/jupyter-enterprise-gateway
Security researchers at elttam uncovered three critical vulnerabilities in Jupyter Enterprise Gateway that allow notebook users to escalate privileges and potentially take over an entire Kubernetes cluster. The post walks through the attack chain from a Jupyter notebook to cluster-wide compromise, highlighting the risks of running multi-tenant notebook infrastructure without strong isola...
https://www.elttam.com/blog/jupyter-enterprise-gateway
Elttam
Jupyter Enterprise Gateway - From Notebook to Kubernetes Cluster Admin - elttam
Three critical vulnerabilities in Jupyter Enterprise Gateway allow a notebook user to escalate privileges and fully compromise the underlying Kubernetes cluster.
Nested Loops Aren’t the Problem. This Is.
This video explains why nested loops are often a design problem rather than an algorithmic necessity, typically resulting from poor data structures or misplaced responsibilities. Using a real-world refactoring example, it shows how restructuring code can reduce complexity and improve maintainability.
https://www.youtube.com/watch?v=095HrcWwHLI
This video explains why nested loops are often a design problem rather than an algorithmic necessity, typically resulting from poor data structures or misplaced responsibilities. Using a real-world refactoring example, it shows how restructuring code can reduce complexity and improve maintainability.
https://www.youtube.com/watch?v=095HrcWwHLI
YouTube
Nested Loops Aren’t the Problem. This Is.
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Nested loops are often treated as an algorithm problem. But most of the time, they’re a design problem.
In this video, I break down a real example…
Nested loops are often treated as an algorithm problem. But most of the time, they’re a design problem.
In this video, I break down a real example…
obsidian-wiki
Framework for AI agents to build and maintain a digital brain through Obsidian wiki using Karpathy's LLM Wiki pattern.
https://github.com/Ar9av/obsidian-wiki
Framework for AI agents to build and maintain a digital brain through Obsidian wiki using Karpathy's LLM Wiki pattern.
https://github.com/Ar9av/obsidian-wiki
GitHub
GitHub - Ar9av/obsidian-wiki: Framework for AI agents to build and maintain a digital brain through Obsidian wiki using Karpathy's…
Framework for AI agents to build and maintain a digital brain through Obsidian wiki using Karpathy's LLM Wiki pattern - Ar9av/obsidian-wiki
The 2026 way of using importmaps in Django
The post explains a modern Django approach to JavaScript using import maps, native browser modules, and a shared import map rendered by Django templates. It argues that import maps can eliminate the need for bundlers in many applications while still supporting cache-busted static assets and reusable third-party app JavaScript.
https://406.ch/writing/the-2026-way-of-using-importmaps-in-django/#the-2026-way-of-using-importmaps-in-django
The post explains a modern Django approach to JavaScript using import maps, native browser modules, and a shared import map rendered by Django templates. It argues that import maps can eliminate the need for bundlers in many applications while still supporting cache-busted static assets and reusable third-party app JavaScript.
https://406.ch/writing/the-2026-way-of-using-importmaps-in-django/#the-2026-way-of-using-importmaps-in-django
OpenMed
Local-first healthcare AI that never leaves the device.
https://github.com/maziyarpanahi/openmed
Local-first healthcare AI that never leaves the device.
https://github.com/maziyarpanahi/openmed
GitHub
GitHub - maziyarpanahi/openmed: Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device.…
Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving yo...