Build Log

I'm building three AI products at the same time. These posts are the unfiltered version — architecture decisions, what's working, what broke, and the real tradeoffs of shipping products while holding a day job.

What You'll Find Here

Production-focused implementation patterns for Build Log.
Architecture and tooling decisions that hold up beyond prototypes.
Evaluation and reliability practices to keep AI systems trustworthy.
Focused tracks: Bina Capital, RoboWrite, Grounded.Codes.

Subcategories

Bina Capital

Building an AI-powered investing tool for beginners — Bina Print scores, methodology, and product updates.

RoboWrite

Building a content operations platform for agencies — brand voice extraction, SEO scoring, CMS publishing.

Grounded.Codes

Building decision intelligence for AI coding agents — MCP servers, lockfile scoping, library recommendations.

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