Work with me.
I untangle codebases, review architecture, and set up the structure that makes AI tools useful instead of noisy.
Alongside my role at Roadie I take on a small number of consulting engagements through Ilities. I also built ctxpack, one of the early MCP gateways, so the MCP work below is not theoretical.
Codebase rescue and migrations
Untangling legacy systems and modernising them step by step, without betting the business on a full rewrite.
Architecture reviews
Finding the structural weaknesses that slow a team down, and a practical order in which to fix them.
MCP servers and gateways
Safe, queryable interfaces that give AI tools access to your code, documentation and internal systems, with authentication done properly.
Agent workflows and team practices
Multi-agent orchestration, plus the playbooks, ADRs and team agreements that make AI output reliable instead of noisy.
Get in touch
Tell me what you are working with and what is getting in the way. Most engagements start with a short review and a written plan, so you can decide what to do next with or without me.