Hard-won lessons from senior practitioners. No fluff, no thought-leadership theatre.
Eleven concrete controls we apply to every enterprise AI rollout — from prompt-injection defenses to citation provenance and reversible tool use.
What we changed in the first 90 days at three Series-B SaaS companies to take 30–40% out of cloud spend without touching velocity.
Patterns that look fine in a demo but fall over in production: chunk-and-pray, dense-only retrieval, citation as decoration, infinite context, and silent re-indexing.
Backstage, three Helm charts, one paved path. The minimum viable IDP that ships in three weekends and earns the right to grow.
A week-by-week 90-day plan to ISO 27001 audit readiness, with the specific controls, automation tooling and audit-prep work we run for every client.
Why the source of truth for your design system has to be a tokens file, not a Figma library — and how to bridge the gap with the tools available today.
Tell us about your goals — we'll respond within one business day with a recommended path forward.
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