Software engineering notes and product design thinking.
A pragmatic spec structure for SaaS teams: clear outcomes, UX requirements, instrumentation, risks, and rollout—without the 40-page PRD.
A practical framework for creating (and removing) abstractions so teams move faster without drowning in indirection.
Latency is inevitable; sluggishness is optional. A practical playbook for PMs, designers, and engineers to make workflows feel fast and trustworthy.
A practical guide to building CLI and web developer tools that reduce friction, increase confidence, and earn long-term adoption.
Testing is risk management: choose the right mix of unit, integration, contract, and end-to-end tests to ship faster with fewer regressions—and less flakiness.