Cloud2026-06-12 · 11 min
The 2026 cloud migration checklist: what actually delays go-live
Most migrations stall on identity, data gravity, and cutover rehearsal — not on picking AWS versus Azure. Here is a field checklist we use with product teams.
Home/Field notes
Longer writing on the work we actually do: migrations, AI features, platforms, and the operational details that decide whether a launch sticks.
Cloud2026-06-12 · 11 min
Most migrations stall on identity, data gravity, and cutover rehearsal — not on picking AWS versus Azure. Here is a field checklist we use with product teams.
AI2026-05-28 · 9 min
Skip the chatbot for chatbot’s sake. The AI work that returns cost in 90 days is retrieval over your docs, ticket classification, and copilots inside existing screens.
Security2026-04-15 · 10 min
You do not need a 200-person security org to stop the common breach path. Start with identity, secrets, and blast-radius limits that a 12-person team can actually run.
Platform2026-03-04 · 8 min
K8s is a force multiplier for teams running many services with similar operational needs. It is a tax if you have two containers and no platform engineer.
Product2026-02-18 · 12 min
A 90-day SaaS launch is possible if you freeze the stack, ship auth and billing first, and treat observability as a feature, not a polish item.
Data2026-01-22 · 10 min
Most companies do not need five reverse-ETL tools. They need a warehouse, a few well-owned pipelines, and dashboards that match how decisions are actually made.
Paused: Night Grid — Vaani Ambient