ai-agent
5 articles
Three CLAUDE.md Instructions That Make Claude Evolve With Every Conversation — Paweł Huryn's Knowledge Architecture in Practice
Paweł Huryn shares three CLAUDE.md instruction blocks—Knowledge Architecture, Decision Journal, and Quality Gate—that turn memory into a self-improving system. After a month, Claude had derived 24 project-specific rules from repeated work.
AI Agent Memory Architecture: The One Thing Claude Code's Source Code Taught Me
Every new session, your AI agent forgets everything. Claude Code's leaked source hid a three-layer memory architecture and a design principle — 'Memory is hint, not truth' — that changes how you think about building agents. Here's the full breakdown.
The AI Agent Initiative Problem — When Should an Agent Act on Its Own?
You spent months building a powerful AI agent. It just sits there waiting for you to say something. That's not a technical problem — it's a design philosophy problem. From KAIROS's Heartbeat Pattern to OpenClaw's background sessions, this is about when to let your agent decide to act on its own.
Browser Use Is Now an Official Browser Tool Provider in Hermes-Agent
Teknium announces Browser Use as an official browser tool provider for Hermes-Agent. A quoted user reports that after connecting Hermes to Browser Use, it can access their social media accounts while retaining context about their codebase, tone, and workflows.
Nvidia's Plot Twist: A CPU Built for AI Agents?
Nvidia is rumored to unveil an AI agent-optimized CPU at this week's GTC. The bigger question: is hardware design shifting from 'for humans' to 'for AI agents'?