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Field notes

Notes from the build.

How AI systems actually behave when you ship them. Workflow automation, SEO at scale, and what stops being theoretical the moment a real business depends on it.

  • Placeholder hero — Calum O'Gormanbuild-in-public

    Hello, world

    First placeholder post to verify the SSG pipeline produces static HTML at build time.

    27 May 20261 min readRead
  • Side-by-side comparison of agreeable vs guardrail-driven AI responses to the same promptbuild-in-public

    Why I Built My AI to Push Back Against Me

    Most AIs are designed to agree with you. That's commercially correct, but agreeable AI silently amplifies your weaknesses. Here's how strict CLAUDE.md guardrails turn pushback into output.

    17 May 20265 min readRead