Checklists, playbooks, worksheets, and decision matrices distilled from 20+ years of building and maintaining production software. Every resource represents reusable production knowledge from real platform builds — not generic theory.
Built from production architecture work, not textbooks. Autonomous AI execution validated by principal engineering judgment.
A structured review framework for finding scalability bottlenecks, quantifying technical debt, and surfacing operational risk before it reaches production.
Convert vague developer complaints into quantified debt scores, then build an ROI-ranked backlog that justifies modernization spend to leadership.
A decision matrix for choosing versioning, idempotency, and auth patterns so your REST, GraphQL, or webhook APIs stay reliable under real integration load.
A diagnostic playbook for finding missing indexes, eliminating N+1 queries, and wiring read-through caching on high-traffic MySQL and PostgreSQL systems.
A framework for deciding whether to rebuild, refactor, or retire a legacy system, then mapping an incremental migration path that contains risk and scope creep.
A pre-launch checklist covering environment parity, backups, monitoring, and rate-limiting so releases ship without 2 a.m. incident pages.
An audit framework for inherited codebases that surfaces scalability limits, licensing liabilities, and single points of failure before you sign or invest.
A review protocol for payload validation, auth boundaries, transport controls, and CI-integrated vulnerability scanning that catches the common breach vectors early.
A review template that moves pull requests past style nitpicks to correctness, edge cases, and performance anti-patterns like N+1 queries and missing error handling.
A production-grade Zero-Trust API Security Gate framework to guarantee fail-closed security, HMAC request verification, and edge rate limiting.
Submit a technical brief describing your system, constraints, and the outcome you need. Every brief is read personally and answered in writing.
Submit a Technical Brief