Writing

  1. Codex_Harness_1003A first-principles reverse engineering of the Codex harness: how context, iterative tool use, execution environments, verification, recovery, safety boundaries, skills, and multi-agent infrastructure turn a language model into a practical engineering agent.
  2. MCP_1001A first-principles reverse engineering of the Model Context Protocol: why agents need a protocol layer, how hosts, clients, servers, tools, resources, transports, authorization, feedback loops, and asynchronous tasks fit together, and what MCP teaches us about designing agent infrastructure.
  3. Browser Use and AgentA deep system analysis of Browser Use, exploring how AI agents connect language models with real digital environments through tools, feedback loops, and workflow architectures.
  4. Codex_Agent_InsightA deep reverse engineering analysis of Codex and modern AI agents, exploring how models, context, tools, memory, execution loops, and evaluation systems combine into autonomous problem-solving architectures.
  5. Building Small SystemsComplexity is a cost. Spend it only where people can feel the return.
  6. 构建小系统复杂度是一种成本,只花在人们能感受到回报的地方。