Posts tagged #context-engineering

2 posts

All agent-architecture agent-harness agent-orchestration agent-safety agentic-ai agentic-coding agentic-engineering agentic-memory agentic-systems agents ai ai-agents ai-arbitrage ai-compiler ai-cost-optimization ai-economics ai-engineering ai-reasoning architecture automation cctoggle claude-code clother cloudflare compute-graph context-engineering dns email embodied-ai gonka gpu graph-rag graphify harness hermes-agent inference infrastructure karpathy kimi kimi-k3 knowledge-compilation knowledge-graph knowledge-graphs kv-cache langchain langgraph life-harness llm llm-inference llm-math mcp mixture-of-experts model-routing moonshot-ai multi-agent-systems muxy neurosymbolic-ai notebooklm open-source open-weights openclaude opencode openrouter optimization opus-4.7 orchestration paged-attention plugins productivity providers proxy resend self-improving-ai software-3 terminal tokens tool-calling tooling vibe-graphing vibecoding video vllm youtube

Jul 19, 2026

Agent Harness Architecture: The Primitives That Make AI Agents Reliable

Agent = Model + Harness. The model is raw intelligence; the harness is the runtime that turns an unpredictable, amnesic model into a production system. The failure modes of unguided agents and the core primitives — resilient tool execution, context assembly, sandboxing, and bounded error escalation — that engineer reliability in.

agent-harnessai-agentsagentic-ai

Jul 19, 2026

Self-Evolving Agentic Memory: Compiling Knowledge Instead of Retrieving It

Most agents forget everything between sessions. This is the opposite: a self-evolving memory built with Claude Code and a Karpathy-style architecture — why standard RAG fails agents, how a compile-time knowledge graph beats query-time retrieval, and the loop that makes knowledge compound.

claude-codeagentic-memoryknowledge-compilation