Insights
Notes from the team.
Field notes on architecture, AI, platform engineering, and the business of shipping software.
Marcus Hale · 9 min read
What we learned migrating 180 services to a multi-account AWS landing zone
Notes from a year-long migration of a regional bank's entire production estate to a multi-account AWS platform, with zero customer-impacting incidents.
David Okafor · 7 min read
Evaluation harnesses: the unsexy foundation of production AI
Why every AI system we ship has a regression suite that runs in CI, and the patterns we use to keep them useful as models evolve.
Priya Subramanian · 6 min read
Designing for screen readers: a field guide for product teams
Accessibility is a craft, not a checklist. Here's what we wish every product team knew before their first accessibility audit.
Amelia Chen · 5 min read
Why we don't take two-week pilots
Our pricing, engagement model, and what we look for in a first conversation — explained.
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