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