Engineering insights

Practical thinking for consequential software decisions.

Field-tested perspectives on modernization, architecture, production readiness, product engineering, and responsible AI integration.

Latest perspectives

Decisions before implementation.

Modernization6 min read

A rewrite is one modernization option—not the default. Start by identifying which constraints actually prevent the system from evolving.

Angular7 min read

Choose an Angular modernization path from dependency evidence, application boundaries, delivery risk, and product needs.

Practical AI6 min read

Practical AI begins with a measurable workflow outcome, suitable data, explicit review boundaries, and acceptable failure modes.

Modernization8 min read

A decision-focused checklist covering architecture, dependencies, security, delivery, operations, and migration constraints.

Engineering Practice6 min read

Working software is only part of done. A production system also needs observable, secure, accessible, recoverable operations.

Architecture5 min read

Distinguishing local code friction from system-level constraints helps teams invest in the changes with the greatest leverage.