Writing

Design decisions and implementation notes from building AITerm

2026-09-06

However Good AI Gets, the Work Still Needs Organizing

The AI could run ten jobs at once. I finished two that evening. The difference was never the model.

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2026-08-13

ChatGPT's Web App Has No API? So We Built a Bridge Inside the Browser

You paid for a ChatGPT subscription that unlocks models only the web app can see — and your own tools can't touch them. This is the story of how we turned a hidden browser tab into a callable service, and the four layers of anti-bot defense, one proof-of-work puzzle, and a fake-it-till-you-make-it tool-calling scheme we had to build along the way.

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2026-07-16

Designing Autonomous AI: Inside the Architecture of Loop Engineering

An in-depth look at how orchestrators, sub-agents, and verifiers work together to write and test code safely.

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2026-07-15

Why Do You Still Need SQL to Ask Your Database a Simple Question?

Natural language querying is quietly closing the gap between "having data" and "getting an answer." Here's how the technology works — and what it looks like when it actually runs.

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