IDEAS, DECISIONS & LESSONS
Notes on AI, architecture and building useful products.
279 articles
28 Feb 2026 · 8 min read
ai
How to use Claude, ChatGPT, and other AI tools as your personal English tutor. Prompt templates, role-play scenarios, and daily AI workflows for busy professionals.
Read more28 Feb 2026 · 6 min read
ai
Part 10 of 12 — How AI transforms the DevOps/Platform Engineer role: AI-assisted pipeline generation, incident diagnosis, capacity planning, GitOps automation, and the operational judgment that keeps systems running and teams unblocked.
Read more27 Feb 2026 · 5 min read
ai
Part 9 of 12 — How AI transforms the Security Engineer role: AI-assisted threat modelling, automated SAST/DAST pipelines, dependency scanning, security policy generation, and the human security judgment that keeps systems and users safe.
Read more27 Feb 2026 · 16 min read
ai
Part 2 of 13 — A step-by-step walkthrough of building a landing page with AI assistance, demonstrating the 40-40-20 workflow in the simplest possible context.
Read more27 Feb 2026 · 16 min read
ai
Part 9 of 12 — Recording interviews is easy. Doing it legally isn't. LiveKit Egress, real-time transcription, GDPR consent flows, HIPAA encryption requirements, and the compliance checklist you need before go-live.
Read more27 Feb 2026 · 10 min read
ai
Everything you need to know about Claude Skills: structure, the P-T-C-F framework, 5 ready-to-use skills for developers, marketers, and writers. Copy-paste code included.
Read more26 Feb 2026 · 13 min read
ai
What is AI hallucination? Why does AI invent facts? Learn detailed strategies for minimizing hallucinations in Claude, Gemini, Copilot, and Cursor — from prompt engineering to RAG, grounding, and verification loops.
Read more26 Feb 2026 · 6 min read
ai
A comprehensive guide to the 3 most powerful AI workflow tools available today. Whether you're a business owner, developer, writer, or content creator — here's how to work with AI 10x more effectively.
Read more26 Feb 2026 · 5 min read
ai
Part 8 of 12 — How AI transforms the Technical Architect role: AI-assisted IaC generation, cost modelling, capacity planning, non-functional requirements analysis, disaster recovery planning, and the platform judgment that only experience provides.
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