State of Memory in Agent Harness (via @mem0ai)

kept by eddie jun 03

Agent harnesses like Cursor, Devin, Claude Code, and Codex are increasingly handling context, tool orchestration, and memory management for AI applications.

The Shapes of Agent Memory – Files, Stores, and Experience
Structured stores beat file memory on accuracy and token cost; files win only for small memories or 'I don’t know' answers, and trained experience helps weak models only.
also on Mem0, Cursor, Claude Code, #ai-agents, #developer-tools
The State of AI Coding 2025
The 2025 AI coding report found developer output up 3.5x and PR size up 79%, with Anthropic SDK closing the gap on OpenAI.
also on Mem0, Cursor, #ai-coding, #developer-tools
Inside the grind: The SF startup racing to build an AI software engineer
Cognition CEO Scott Wu argues AI coding agents like Devin will expand software creation rather than eliminate engineering jobs despite industry layoffs and competition.
also on Devin, Cursor, Codex, Claude Code, #ai-coding, #developer-tools
The Evolution of the Agent Harness - by Dan McAteer
The article argues that as AI models internalize agent harness capabilities, the remaining harness evolves into an interface for managing scarce human attention rather than directing model behavior.
also on Devin, Cursor, Claude Code, #ai-agents, #ai-coding, #developer-tools