The Django Mixin I Add to Almost Every Model

A practical look at TimestampUserMixin — a production-ready Django utility that adds audit fields and user tracking to any model with a single stamp() call.

https://medium.com/@djangowiki/the-django-mixin-i-add-to-almost-every-model-from-django-99-utilities-050bf66ca760

stable-worldmodel

A platform for reproducible world model research and evaluation.

https://github.com/galilai-group/stable-worldmodel

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

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

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/

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

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

Odysseus

Self-hosted AI workspace.

https://github.com/pewdiepie-archdaemon/odysseus

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

Marin

Open-source framework for the research and development of foundation models.

https://github.com/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/

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

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

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

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