Agent Harness for Learning Things

kept by kotsakis oct 28

The Agent Harness is a personal learning tool that uses autonomous agents to gather, organize, and synthesize information on any topic.

GitHub - nabeelhyatt/coworkpowers: Superpowers for knowledge work in Claude Code
CoworkPowers is a Claude Code plugin that implements a research-work-review-compound loop to systematically improve knowledge work quality and speed by extracting reusable patterns after each task.
also on #knowledge-management, #ai-agents, #productivity
An Organizational Second Brain: Building an AI That Learns From Experts - Engineering at Meta
Meta built an AI agent for compliance domains that combines a structured, auditable knowledge base with composable reasoning recipes and a self-improvement loop that compiles expert feedback into verified, regression-tested file edits without model retraining.
also on #knowledge-management, #ai-agents
Why thinking out loud with someone beats thinking alone
Articulating thoughts to another person compels clear structure and reveals hidden assumptions, often leading to better solutions than solitary reflection.
also on #learning, #productivity
The Secret to Getting Through Big, Dense, Difficult Books - The New York Times
Reading difficult books is inherently painful and social; engaging with a community helps readers push through intellectual discomfort and find shared meaning.
also on #learning