Build AI agents people can actually trust.

I help teams move from vague agent ideas to scoped, testable systems. The work is practical: context files, specs, architecture review, implementation, and verification before anything ships.

Good fit if

  • • You want an agent but the workflow feels fuzzy.
  • • Your team tried vibe coding and now review is painful.
  • • You need a production path, not another demo.

Pick the level of help you need.

Agent build sprint

Turn a messy AI idea into a scoped prototype with context files, specs, and a verification loop.

Workflow audit

Review your current AI-assisted development process and find the points where agents drift, break code, or waste review time.

Team guide session

Teach your team a simple spec-driven agent workflow they can use without changing the whole stack.

Get the next agent build note before it becomes a blog post.

Short, practical notes on agentic development, production mistakes, and the workflow changes that make AI-built software easier to trust.

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