Agent-native development
The shared memory layer for coding agents.
Windy gives developers and AI coding agents one shared source of truth — specs, diagrams, and plans served over MCP — so agents build from your design instead of improvising from a prompt.
The problem
Your coding agent has no durable memory of your design.
Every prompt starts from partial context. The agent guesses what it cannot see, skips what was not loaded, and invents structure where the design should have been.
Specs live in one file, diagrams in another, plans in a chat, decisions in someone's head, and previous agent runs disappear into history. Even if the design exists, it is not a shared, project-scoped memory your agents can reliably read, write, and build from.
Design context is scattered.
Specs, diagrams, decisions, and plans live across files, chats, tickets, and memory.
Every agent starts cold.
Each run depends on whatever context was pasted, loaded, or remembered.
Agents guess missing architecture.
When intent is not available, the agent fills the gaps itself.
Plans disappear into chat history.
Big work gets decomposed once, then the structure is lost or hard to review.
Docs and code drift apart.
After implementation changes, the source of truth rarely gets updated.
One root cause: agents do not have a shared memory layer for the design, plan, and execution record of the project.
The solution
Give your agents a shared memory before they write code.
Windy turns specs, diagrams, plans, decisions, and execution history into one project-scoped source of truth. Humans shape it in the web app. Coding agents read and update it over MCP.
Capture the design memory
Store the specs, architecture, diagrams, contracts, decisions, and constraints that explain what the system is supposed to be.
Let agents read and write it
Connect your coding agent over MCP so it can use the project's source of truth before it edits code — and update it when behavior changes.
Build from memory, not prompts
Agents build from the same design and plan your team understands, instead of improvising from scattered files, chat history, or one-off instructions.
Windy makes design-first development operational: one memory for humans and agents — not another prompt you have to repeat.
Boundaries
Not another coding agent.
Windy keeps the human as architect. Your coding agent still writes the code. Windy stores the design, plan, and execution record your agents use, and serves that source of truth to coding agents over MCP.
- Not a no-code builder.
- Not a replacement for developers.
- Not another code-writing model.
- Does not run your code.
- Stores the source of truth your agents build from.
Learn more
Go deeper on agent memory.
Evergreen guides to the ideas behind a shared memory layer for coding agents.
Give your agents a source of truth.
Start co-authoring the docs your team and your coding agents both speak — and watch the generated code finally match the design.
windylogic.ai