James Coombs

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// recent coverage 3 mentions

14:52

2026-09-28

dev.to

ai-agents

The Verification Gap: We Automated Code Generation and Forgot to Scale Review

Design engineer James Coombs analyzed 1,239 merged pull requests across 49 repositories over four weeks and found that 90.7% were AI-assisted while 50.6% merged with no review from any person's accoun…

14:18

2026-09-13

dev.to

ai-agents

The Hard Problem Isn't Automation. It's Classification.

Design engineer James Coombs built an AI-assisted bug pipeline that classifies tickets into three tiers before dispatching them to agents, shipping full-stack fixes across backend, API, and frontend l…

18:00

2026-08-14

dev.to

artificial-intelligence

Your CLAUDE.md Rules Achieve 0% Compliance. Here's the Data.

Design engineer James Coombs ran 91 controlled experiments showing that CLAUDE.md governance files achieve 0% compliance in AI code generation, identical to having no guidance. A two-sentence contextu…

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MCP 1 Material UI 1 Shadcn 1 Radix 1 Tailwind 1 Figma 1 GraphQL 1 C# 1

// topics top 5 topics

ai agents 3 ai tools 3 developer tools 3 artificial intelligence 2 mlops 1