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Field notes

Insights

Writing on how we think about building software and AI systems — not case studies, just the reasoning behind the work.

August 2026

When AI Agents Get Real Autonomy, Engineering Has to Catch Up

AI agents are being given control of real systems faster than most teams are engineering for it. Here's what actually has to be built before autonomy is safe to ship.

August 2026

What "AI Orchestration" Actually Means

The term gets thrown around a lot. Here's what it actually refers to, and why it matters for anyone paying for an AI system rather than just building one.

August 2026

How We Scope a Project Before Writing Any Code

Most project failures trace back to scope, not code. Here's the questioning process that happens before any estimate goes out.

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