Consulting & services
Move fast with coding agents — and still own what they build.
Whether you want to roll out Claude Code, Codex, and friends across your team without drowning in unmaintainable code, or you'd rather we build it for you with AI — we can help. We do it design-first, so velocity goes up and your codebase stays readable.
FreeBringing 5+ developers? Start with a free Design-Driven Development workshop for your team.
Free for teams
Start with a free Design-Driven Development workshop.
Design-Driven Development, taught to your whole team.
Want your team to use AI to generate code that's maintainable, readable, and debuggable— code you keep evolving over time instead of rewriting? I'll run a hands-on Design-Driven Development session for your developers, at no cost — the same workflow we use every day.
The only ask: commit at least five developers to join, so the practice sticks across the team — not just one person.
Why teams call us
Agents made your team fast. Did they make your codebase worse?
Most teams adopting coding agents hit the same wall: output skyrockets, then comprehension collapses. The prototype ships in a week; six months later nobody can safely change it. The agents aren't the problem — they're improvising against intent they were never given. We fix the system around the agents, not just the prompts.
- Agent-written code your team can't confidently review or maintain.
- A prototype that's become impossible to extend.
- Agents that hallucinate on your real, complex codebase.
- Fixes that introduce new bugs.
- Big, cross-cutting work that no single prompt can handle.
Engagements
What we do — two ways to work with us.
Offer A — Accelerate agent adoption
(done with you)
For engineering teams rolling out coding agents at scale.
- Stand up the design-first workflow: a living source of truth your team and agents share, served over project-scoped MCP.
- Wire your agents (Claude Code, Codex, OpenCode, Cursor…) into that source of truth so they build to the design instead of guessing.
- Establish guardrails for maintainability and readability — how to spec, how to decompose big work into reviewable plans, how to keep docs and code in sync.
- Train your developers on the practices, and leave them self-sufficient.
Outcome: higher velocity and a codebase your team can still own.
Offer B — Build it for you with AI
(done for you)
For teams who want the software, not the setup.
- We design and build your product using AI — applying the same discipline we teach: design captured first, code generated to it, every big change sequenced as a reviewable plan.
- You get working software plus the design docs and plans behind it, so what we hand over is maintainable from day one — not a black box.
Outcome: software shipped fast that your team can read, extend, and own.
Our approach
Design first. Always.
Capture the intent
Specs, architecture, and diagrams humans understand, before the code.
Ground the agents
They read that source of truth over MCP, so they build to it instead of inventing.
Decompose & orchestrate
Big work becomes ordered, reviewable tasks, not one opaque leap.
Leave it maintainable
Docs and code stay in sync; your team can take it from here.
Why Windy
We work on this every day.
We build Windy — the shared memory layer for AI coding agents — so this is the problem we work on every day. We don't just have opinions about maintainable AI development; we've built the tooling and the workflow for it, and we'll bring both to your team.
What you get
What you walk away with.
FAQ
Questions about working with us.
Let's make your agents an asset, not a liability.
Tell us where you are with coding agents and what you're trying to ship. We'll come back with a concrete way forward.
windylogic.ai