Python Type Checker Comparison: Speed and Memory Usage

A benchmark comparison of speed and memory usage across Python type checkers including Pyrefly, Ty, Pyright, and Mypy.

https://pyrefly.org/blog/speed-and-memory-comparison/

Vera

A programming language designed for LLMs to write.

https://github.com/aallan/vera

plastic-labs / honcho

Memory library for building stateful agents

https://github.com/plastic-labs/honcho

Rethinking the State Pattern in Python

The video demonstrates a transition from high-boilerplate, inheritance-heavy State Pattern classes to a streamlined, data-driven state machine in Python. By leveraging enums, generics, and decorators, the author creates a reusable engine that makes state transitions explicit and significantly reduces the cognitive load of managing complex object behaviors.

https://www.youtube.com/watch?v=OeirQdzYdnc

lsdefine / GenericAgent

Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption

https://github.com/lsdefine/GenericAgent

ppt-master

ppt-master is an AI system that converts PDFs, DOCX, URLs, or Markdown into natively editable PowerPoint files with real shapes, charts, and text boxes instead of raster images.

https://github.com/hugohe3/ppt-master

Bindu

Bindu: Turn any AI agent into a living microservice - interoperable, observable, composable.

https://github.com/GetBindu/Bindu

htdt / godogen

Claude Code & Codex skills that build complete Godot projects from a game description

https://github.com/htdt/godogen

Bernstein

Deterministic orchestrator for 18 CLI AI coding agents. Git worktree isolation, HMAC audit trail, MCP server mode.

https://github.com/chernistry/bernstein

Django to Browser Push - Without WebSockets, Channels, or Redis

The post shows how to push real-time browser updates in Django without WebSockets, Channels, or Redis by using a simpler HTTP/SSE-based approach. Its main point is that you can get instant UI updates with much less infrastructure and complexity while still keeping the setup practical for existing Django apps.

https://usman.it/django-realtime-updates-without-websockets/

ComposioHQ / awesome-codex-skills

A curated list of practical Codex skills for automating workflows across the Codex CLI and API.

https://github.com/ComposioHQ/awesome-codex-skills

Powering Up Django Development With Claude Code

LLM coding tools can accelerate Django development, but unchecked outputs often create technical debt through poor architecture, weak tests, and overly complex code. The talk focuses on using Claude Code effectively with strong prompts, guardrails, and skepticism so AI becomes a productive assistant rather than a cleanup burden.

https://www.youtube.com/watch?v=MJMex1FNjXI

OriginTracer

This is a low level observability tool with a very flexible extension model. Users write probes and rules and the tool constructs a live causal graph.

https://github.com/Humbulani1234/origintracer

Decoupling Your Business Logic from the Django ORM

As Django apps grow, stuffing business logic into views, models, and managers creates tangled code, slow tests, and ORM-driven performance issues like overfetching and N+1 queries. The solution proposed is moving domain logic into typed plain-Python classes while using the ORM only for persistence, making systems cleaner, faster, easier to test, and easier to evolve.

https://buttondown.com/carlton/archive/decoupling-your-business-logic-from-the-django-orm/

Neuro AI

Python suite for neuroscience research across all modalities.

https://github.com/facebookresearch/neuroai

HY-World-2.0

A Multi-Modal World Model for Reconstructing, Generating, and Simulating 3D Worlds.

https://github.com/Tencent-Hunyuan/HY-World-2.0

Faceoff

Terminal tool to watch hockey games.

https://github.com/vgreg/faceoff