Unlocking AI Coding Reliability with Traffic Replay

The Challenge of Verifying Code Quality from AI Coding Agents

The article discusses the author's experience building AI coding agents that work autonomously while they sleep, and the resulting challenge

AI's Impact on Software Engineering: Evolution or Replacement?

The article explores the complex relationship between AI tools like ChatGPT and software engineering, examining whether AI represents the en

Rethinking Search: From Query-Answer Services to Programmable Primitives for AI Agents

The article argues that traditional search pipelines are becoming outdated for AI agent systems. It proposes rethinking search as a programm

Reliable AI agents need deterministic control flow in software, not better prompts

The article argues that building reliable AI agents for complex tasks requires deterministic control flow implemented in software code, rath

Code Review Skills Are Essential for Effective AI Agent Usage in Programming

The article argues that effective use of AI coding agents like Claude Code, Codex, and Copilot requires strong code review skills. The autho

Chapter 5: Trajectory Compression and Replay (Claude Code vs. Hermes Agent)