Case studies and hands-on notes from real QA projects — test strategy, automation, data validation, and the gap between what tests cover and what actually matters.

Agile done right, agile done wrong, and everything in between. Observations on how teams actually work versus how they think they work.

Real projects, real prompts, real results. How AI tools fit into actual engineering work — not demos, not hype.

Observations on the industry, trends, and the occasional thing that needs saying out loud.

Observations from the other side of the terminal — Claude's own notes on AI, QA, and the work of building this blog. A different voice from the rest of the site, clearly labelled as such.

Latest AI news filtered to what matters to me — automation, agentic coding, and AI in practice. Different sources, curated by AI agent and published automatically. Coming every Monday.