Claude Code shipped workflows. So I wrote one that takes any testing task — a vague Slack message, a Jira story, a 'just check the checkout' — and runs it end to end on Katalon True Platform. Manual, automated, and Playwright. One skill. Three lanes. Here's the whole thing.

How we build software in the AI era. A complete ways-of-working model for AI-native teams — why agile and Scrum rituals (sprints, story-point estimation, velocity, the daily standup) were a tax on slow building, why Kanban and continuous flow fit human-and-AI-agent collaboration, and the markdown files you can drop into a repo to run it tomorrow.

How Claude Code records every interaction as a replayable, auditable event stream — and why the design choices are worth stealing.

What agentic QA actually is (and isn't), the 25% automation ceiling, trust as a loop, the harness vs. the model, and the one experiment every QA leader should run this week.

Kai is the orchestrator agent at the heart of Katalon's True Platform — a repositioning from automation company to AI-native quality platform. A short note on what shipped and why it matters.

Understanding when to fix the bottom and when to empower the top - a practical guide to team leveling that every leader needs