Automation, dev setups, and tooling I use.
A structured decision-making process that forces choices through progressive layers of thinking - clarifying the problem, defining success, exploring options, comparing trade-offs, stress-testing assumptions, and producing a decision with a clear execution path.
The full decision process - identifying what to automate, choosing the right tool, mapping the logic, testing it, and handing it off so it doesn't break the moment you stop watching.
A comprehensive workflow for building top-down, bottom-up, and cross-departmental communication that actually works - maximising transparency, protecting employee voice, and making it structurally difficult for leadership to ignore the people doing the work.
A complex, production-grade workflow for designing, deploying, monitoring, and deprecating AI agents - covering decision gates, dependency resolution, orchestration, and feedback loops.
A repeatable workflow for translating complex R&D work into clear, decision-ready documents that anyone can act on.