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Engineering notes from the work itself.
We publish what we learn on engagements — the patterns that hold up in production and the ones that quietly do not. No thought leadership, no predictions.
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All posts
4 posts and counting.
Engineering12 min
Reliability patterns for AI agents
Deterministic checkpoints, replayable traces, and the boring infrastructure that makes agents trustworthy.
David OkaforJun 30, 2026
Automation6 min
A cheatsheet for AI automation ROI
Five dimensions to measure, three traps to avoid, and the one question we ask every prospective client.
Mariana CostaJun 12, 2026
Tutorials18 min
Tutorial: production-grade tool use with Claude
A walkthrough of error handling, schema validation, and observability patterns that survive contact with users.
Anand SubramanianMay 28, 2026
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