Build real agentic apps using CUGA: two dozen working examples on a lightweight harness

Building an agent is mostly plumbing: tools, state, guardrails, scaling from one agent to many. CUGA (pip install cuga), short for Configurable Generalist Agent, the Agent Harness for the Enterprise from IBM handles that, so you write just a tool list and a prompt. We built two-dozen single-file apps to prove it. Read one end to end here, then see how the same agent runs sovereign and go...

https://huggingface.co/blog/ibm-research/cuga-apps

Unlimited-OCR

Unlimited-OCR is Baidu’s open-source OCR model for one-shot long-horizon document parsing, designed to read multi-page documents in a single pass instead of chunking them.

https://github.com/baidu/Unlimited-OCR

Building AI Agents You Can Trust & Evaluate | Agentic RAG Live Series

Hands-on live series building Agentic RAG systems with retrieval, tool calling, evaluations, traces, and production engineering practices.
140 min marathon

https://youtube.com/live/_44x_yL7Q-s?feature=share

OpenKB

Open LLM Knowledge Base.

https://github.com/VectifyAI/OpenKB

Have your agent record video demos of its work with shot-scraper video

shot-scraper video is a new command introduced in today's shot-scraper 1.10 release which ...

https://simonwillison.net/2026/Jun/30/shot-scraper-video/#atom-tag

Scripting good practices in Python

SummaryYou can make your scripts just a little nicer with some tweaks:Use inline dependencies if ...

https://www.bitecode.dev/p/scripting-good-practices-in-python

A small matrix task runner for Python projects using Astral uv.

uv-matrix runs the same project tasks across Python versions, dependency variants, extras and arbitrary task variants defined in pyproject.toml.

https://github.com/atsuoishimoto/uv-matrix