IDEAS, DECISIONS & LESSONS
Notes on AI, architecture and building useful products.
917 articles
03 Mar 2026 · 7 min read
ai
Advanced guide to building AI workflow systems at scale: skill libraries, team governance, quality assurance, security compliance, and ROI measurement. For team leads and enterprise architects.
Read more03 Mar 2026 · 10 min read
cicd
CI/CD explained without the DevOps jargon. Two tech leads discuss how code actually gets from your laptop to production — pipelines, testing strategies, and deployment techniques that won't ruin your weekend.
Read more02 Mar 2026 · 9 min read
architecture
PostgreSQL, MongoDB, Redis, DynamoDB — when do you use what? Two tech leads break it down with filing cabinet analogies, real use cases, and zero religious wars.
Read more02 Mar 2026 · 10 min read
core-web-vitals
The definitive guide to Core Web Vitals optimization in 2026. Step-by-step techniques for LCP, INP, and CLS. Image optimization, JavaScript reduction, CDN setup, and how to take your PageSpeed Insights score from 40 to 90+. Part 5 of the SEO Leader's Complete Playbook.
Read more02 Mar 2026 · 8 min read
ai
4 complete AI workflows tailored for business owners, developers, writers, and content creators. Step-by-step playbooks using Claude Skills, Gemini Gems, and NotebookLM together.
Read more02 Mar 2026 · 10 min read
ai
A hands-on comparison of three AI tools for test automation. See how Claude Code with Playwright MCP, GitHub Copilot, and Antigravity each approach the same test scenario, with setup guides and decision matrix. Part 6 of the QC team's guide to automation with AI.
Read more02 Mar 2026 · 15 min read
data-pipeline
Part 4 of 6 — The 3-stage automatic pipeline that turns raw interview recordings into enriched, queryable research data in 3-7 minutes. Transcription, enrichment, analysis — with the transcript batching trick that cut DB load by 80%.
Read more02 Mar 2026 · 10 min read
ai-migration
Part 3 of 7 — The actual steps to migrate a .NET Framework 4.6 application to .NET 10 using AI. Includes project file conversion, API replacements, prompt patterns, token limit strategies, and the 80% coverage plan.
Read more02 Mar 2026 · 32 min read
accessibility
Part 7 of 10 — Standard testing isn't enough for kids apps. Motor skill variations, accidental input, old tablets, and accessibility requirements demand a testing strategy built specifically for young users.
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