2026-09-30 · 7 min read

Agile Development Is a Feedback System, Not a Meeting Schedule

Use short feedback loops, clear outcomes, and working software to make agile development a practical way to reduce product risk.

2026-09-16 · 3 min read

Why Teams Evaluate Open-Weight AI Models

Compare model openness, hosting options, quality, and operating costs before choosing a provider or running a model yourself.

2026-09-15 · 2 min read

GitHub Actions CI: A Workflow You Can Explain and Verify

Build a Node.js CI job with dependency installation, limited permissions, useful caching, and a separate deployment decision.

2026-09-15 · 3 min read

AI and Developer Jobs: More Software Does Not Guarantee More Hiring

Examine how AI could expand software demand while separating productivity, employment forecasts, and practical career decisions.

2026-09-11 · 5 min read

Design Dark Mode with Roles, Contrast, and Complete States

Build a small semantic theme, measure actual color pairs, and verify focus, assets, and persisted preferences in both modes.

2026-09-11 · 4 min read

Tests That Pass for the Wrong Reasons

Expose a vacuous assertion, replace it with independent expectations, and test asynchronous boundaries without hiding real behavior.