Insights

Notes from the field

What we've learned shipping AI to production — the patterns, the trade-offs, and the mistakes worth avoiding.

EngineeringJun 4, 2026· 6 min read

Evals are the product

The teams winning with AI aren't the ones with the cleverest prompts — they're the ones who can measure quality. Here's how we build eval suites that gate every release.

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Strategy8 min read

Build vs. buy: a decision framework for AI

Should you build that AI feature, buy a vendor, or wait? A simple framework we use with every client to avoid the two most expensive mistakes.

Marc Pereira · May 21, 2026

Safety5 min read

Agents that don't go rogue

Autonomous agents are powerful and terrifying. The guardrail patterns we use to ship agents that are aggressive about work and conservative about risk.

Sofia Almeida · May 7, 2026