Ai-Coding

For the past couple of weeks I’ve been running a scrum-for-one framework on a real project. Enough sessions in to see the payoff: tighter planning, tracked velocity, and a self-learning loop that stops me from repeating the same mistakes. But the MVP was an MVP, with its limitations and trade-offs: skills updated their own SKILL.md files in place, artifacts were shared across every project, and so on. So I decided to push it further. I wanted hands-on experience building a non-trivial plugin, and a chance to fix those limitations. The result, booping, is now published as a Claude Code plugin (alpha). ...

Most advice about AI coding tools focuses on prompting tricks. My workflow is simpler: I treat Claude Code like a developer on my team. I write tickets, review plans, collect feedback, and iterate. The same loop I’d run with a human, just faster. The Task Brief I write task descriptions the same way I’d write a Jira ticket. What needs to happen. Acceptance criteria. Relevant context. Not a prompt, a specification. ...