Your agent doesn't know why you built it that way.

Vibe code with your decisions intact.

Your architecture, the constraints, and the why behind them live in the engineering brain, so your coding agent builds within your decisions instead of around them. Vibe code fast, without unwinding what you chose on purpose.

See the moves
Why is it built this way?
a stale ADR a Slack decision a PR comment tribal knowledge
Source of truth
Your architecture + the why
Decisions the agent respects.
read over MCP by
Cursor logo Cursor Claude Code logo Claude Code Copilot logo Copilot
AI is the cause and the cure

Vibe coding made the agent fast. It also made it forget why you built it that way. The engineering brain holds your architecture and the reasons behind it, so the agent builds within your decisions, not over them.

SHARED

Every engineer's agent builds from the same architecture and the same decisions.

CURRENT

Knows the constraint you added yesterday, not an ADR that went stale months ago.

PORTABLE

Feeds whatever coding agent your team already builds in, over MCP.

The moves

What your Engineering AI can do.

a stale ADR
the decision, still enforced
The why, not just the what

The engineering brain holds the reason behind the choice, so the agent honors it.

the agent breaks a rule
a build within the lines
Constraints that hold

The deliberate limits live in the brain, so the agent doesn't unwind them.

two weeks of code archaeology
context on day one
Ramp without the dig

A new engineer's agent already knows why the codebase looks like this.

ask the person who wrote it
everyone's agent knows it
Tribal knowledge, written down

What only the staff engineer knew now lives in the engineering brain.

fast but off-pattern
fast and on-pattern
Ship at agent speed

The agent moves fast because the guardrails are already in context.

rewritten in review
right the first pass
Fewer rewrites in review

The PR lands within the architecture, so review isn't a redo.

Integrations

Plugs into the tools Engineering already runs on.

The brain reads from where the work happens on one side. Every AI tool reads the brain over MCP on the other.

The brain reads from these
GitHub logo GitHub
Linear logo Linear
Jira logo Jira
Notion logo Notion
Slack logo Slack
Sentry logo Sentry
shared
brain
over MCP →
Every AI tool reads the brain
Cursor logo Cursor
Claude Code logo Claude Code
Copilot logo Copilot
ChatGPT logo ChatGPT
Model-agnostic, no lock-in.
Surface one · context in the open

It shows up in Slack.

Where your team collaborates and passes context in the open. The approved gold line drops right into the channel, and heals itself live as the team refines it.

Surface two · inside their AI

Never re-explain the architecture again.

An engineer opens their agent and describes the change. Whether the engineering brain is wired in is the difference between a build on your architecture and one that quietly breaks it.

How it stays current
01
Changelog + calls
what ships, what buyers say
02
Agents keep it current
they draft, a human promotes to gold
03
Your AI reads it
over MCP, every tool

Ship fast, on your architecture.

Give Engineering one engineering brain that holds your architecture and the decisions behind it, so every coding agent builds within the constraints you set on purpose.

FAQ

How is this different from ADRs or docs in our repo?

An ADR is a file someone has to remember to read. The engineering brain is what the coding agent reads automatically. Your architecture and the reasons behind it live there, and every agent pulls them over MCP, so the constraint shows up inside the build instead of a doc that went stale three months ago.

What does it mean for a coding agent to respect a decision?

The engineering brain holds not just what you built but why, the constraint, the tradeoff, the thing that failed last time. When the agent writes code, it starts from that, so it builds within the decision instead of cheerfully undoing it because it didn't know.

Our ADRs are always out of date. How is this different?

A static ADR is wrong the moment the code moves. The engineering brain updates from the decisions your team actually makes, in PRs and in Slack, so the version every agent pulls is current. When Dana adds an exception, it is in the brain, not a doc she will update someday.

Does this write code or change our repo?

No. The engineering brain holds your architecture and decisions, and the agent you already use reads them and writes the code. You still review and merge. The brain just makes sure the agent isn't guessing at constraints it was never told about.

Do my engineers have to switch tools to use this?

No. It reads the engineering brain in whatever coding agent they already use, over MCP. Cursor, Claude Code, Copilot, ChatGPT. There is no new IDE to adopt and no context file to keep pasting in.