Notes and essays on loop engineering, the AI-native software factory and leading teams that use coding agents.https://thenaim.com/https://thenaim.com/writing/ai-agents-write-code-fast-then-the-pr-sits/https://thenaim.com/writing/ai-agents-write-code-fast-then-the-pr-sits/It's not the agent's fault. It just needs a workflow. How harnex plans, tests first, validates and reviews.Tue, 27 Oct 2026 00:00:00 GMTagentsreviewworkflowharnexhttps://thenaim.com/writing/ai-coding-agents-are-confidently-wrong/https://thenaim.com/writing/ai-coding-agents-are-confidently-wrong/Unless you have a governance framework. Spec first, then loop engineering, then graph engineering.Wed, 19 Aug 2026 00:00:00 GMTagentsspec-drivenloop engineeringgovernancehttps://thenaim.com/writing/why-agentic-ai-fails-in-enterprise-software/https://thenaim.com/writing/why-agentic-ai-fails-in-enterprise-software/The bottleneck was never the AI. It was what the AI couldn't see.Mon, 04 May 2026 00:00:00 GMTagentsspec-drivenpolyrepocontexthttps://thenaim.com/writing/ai-wont-end-your-career/https://thenaim.com/writing/ai-wont-end-your-career/I-shaped, T-shaped, comb-shaped: the engineer shapes that survive when AI writes the code.Mon, 06 Apr 2026 00:00:00 GMTcareerengineering leadershipaihttps://thenaim.com/writing/private-free-openai-api-on-your-mac/https://thenaim.com/writing/private-free-openai-api-on-your-mac/I built an Apple Intelligence API that follows OpenAI standards and runs entirely on your Mac.Sun, 08 Feb 2026 00:00:00 GMTopen sourceagentstoolsprivacyhttps://thenaim.com/writing/keep-cognitive-load-low/https://thenaim.com/writing/keep-cognitive-load-low/The secret sauce for high-performing dev teams: light minds build better software.Thu, 29 May 2025 00:00:00 GMTengineering leadershipteamproductivity