A few resources on harness engineering I'm really enjoying learning from recently: * walkinglabs.github.io/learn-harness-… - excellent course that covers how to constrain agent behavior in a productive way, what the challenges are using LLMs especially maintaining context, and how to make the harness more agentic and work to the proper conclusion of a task * twotimespi.dev - build a simplified agent in Python (Tau). start with "uv tool install tau-ai" * humanlayer.dev/blog/skill-iss… - lessons and learnings from failing and succeeding to build harnesses for coding agents over 12+ months * langchain.com/blog/the-anato… - higher-level overview of the many components that need to come together properly in a harness to make an agent work

I meant to tag @_alejandroao on this post. Thank you & the @huggingface crew for Tau, such a great idea and implementation!

@fullstackpython Brilliant sources, thanks for sharing!!

Building AI at Scale: SemiAnalysis’s Dylan Patel in conversation with Supermicro CBO Vik Malyala

@fullstackpython bookmarking! thanks for always sharing findings and wisdom :)

@fullstackpython Thank you for sharing! I would like to also add if it will help someone simular project I'm developing to curate software ecology around the whole projects (what tools, skills, ethics required for certain scaling level per repo / project - github.com/Arenukvern/ski…

@fullstackpython NICE

@fullstackpython context maintenance 那块真的挺容易踩坑的

@fullstackpython Thanks matt