Why architecture must match team capability
A technically elegant target is still wrong when the delivery team cannot build, operate, or recover it.
Technical writing
Insights
Notes for practitioners making architecture decisions under delivery and operational constraints.
architecture decisionsplatform engineeringai and automation#architecture#delivery#technical-leadership#migration#reliability#operations#ai#safety#governance
Design rollback before migration
Rollback is a design input: data compatibility, stop conditions, ownership, and rehearsal must exist before cutover.
Human approval boundaries in agentic workflows
Keep identity, authorization, money, moderation, and irreversible state changes deterministic and reviewable.