Architecture · 11 min · English
Architecture Is a Product Decision, Not a Technical Afterthought
Architecture determines a product's options, constraints and operating economics, so it belongs inside product decisions rather than after them.
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10 publications
Product Strategy · 11 min · English
Implementation Is an Expensive Way to Discover the Product
Implementation should generate learning, but production code is an unnecessarily expensive place to discover basic product, domain and workflow assumptions.
Applied AI · 12 min · English
AI Output Is Not Canonical Truth
Generative AI can propose useful knowledge, but production systems need explicit authority, provenance, validation and policy before output becomes canonical state.
Modernization · 12 min · English
Modernization Without a Big Bang
Modernization is often safer when teams expose constraints, create seams and replace high-value parts progressively instead of treating rewrite as the default.
Product Engineering · 10 min · English
Capabilities Before Screens
Screens are representations of deeper product capabilities. Modeling actors, rules, state and permissions first gives UX stronger material instead of constraining it.
Engineering Strategy · 11 min · English
Technical Debt Is a Business Constraint
Technical debt matters strategically when it changes the cost, risk or feasibility of business decisions, not simply because code looks imperfect.
Product Intelligence · 11 min · English
Why Product Decisions Need Memory
Teams preserve artifacts more reliably than reasoning. Decision memory keeps context, evidence, assumptions and revisit conditions available when the organization changes.
Reliability · 12 min · English
Production Readiness Is More Than Deployment
A successful deployment proves software reached an environment. Production readiness asks whether it can operate, fail, recover and remain owned after release.
Technology Advisory · 12 min · English
From Context to Direction: Engineering Assessments Should Produce Decisions, Not Reports
An engineering assessment creates value when evidence becomes prioritized decisions, target direction and executable next steps rather than a larger report.
Engineering Leadership · 12 min · English
A PIP Should Not Be the First Time Someone Learns They're Underperforming
A PIP should formalize an already-visible performance process, with explicit expectations, evidence, support, accountability and a real ending.