Posts tagged #ai-agents

3 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

Agentic Compute Graphs: Static vs Dynamic Agent Workflows

Should your agent follow a fixed script or decide its own path at runtime? The plasticity spectrum between static workflows and dynamic multi-agent systems, the token tax of over-provisioning, LangChain vs LangGraph, and a practical architect's playbook.

ai-agentsagentic-systemscompute-graph

Jul 19, 2026

The Life Harness: How AI Models Actually Touch the Real World

A model on its own can't perceive, act, or get feedback from the physical world. The Life Harness is the four-layer interface that makes it reliable — environment contract, trajectory regulation, action fixer, and procedural memory.

life-harnessai-agentsagent-architecture