PythonHub

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/

Marin Open-source framework for the research and development of foundation models. https://github.com/marin-community/marin

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

Odysseus Self-hosted AI workspace. https://github.com/pewdiepie-archdaemon/odysseus

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/

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

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

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/

Python Hub Weekly Digest for 2026-06-21 https://pythonhub.dev/digest/2026-06-21/

Python Hub Weekly Digest for 2026-06-14 https://pythonhub.dev/digest/2026-06-14/

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

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

stable-worldmodel A platform for reproducible world model research and evaluation. https://github.com/galilai-group/stable-worldmodel

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

Running Python code in a sandbox with MicroPython and WASM https://simonwillison.net/2026/Jun/6/micropython-in-a-sandbox/

remote-cmd A lightweight Python CLI + API for managing servers over SSH. Add hosts, run commands, transfer files, target groups by tags - no Ansible DSL required. https://github.com/Vae-Scrooge/remote-cmd

Symbolica 2.0: Programmable Symbols for Python and Rust https://symbolica.io/posts/symbolica_2_0_release/

EverOS Build, evaluate, and integrate long-term memory for self-evolving agents. https://github.com/EverMind-AI/EverOS

hiring-agent AI agent to evaluate and score resumes. https://github.com/interviewstreet/hiring-agent

Pattern Screamer: Subnet Discovery in Networks with Unknown Addressing This article introduces Pattern Screamer, a reconnaissance tool that uses multi-protocol TTL tracing to discover routers, subnets, and network topology in environments with unknown addressing schemes. By combining heuristic subnet sampling with ICMP, TCP, and UDP probes, it dramatically reduces scan volume while enabling attackers and administrators to map network infrastructure without ... https://ifritnoises.org/articles/pattern-screamer/