Capture what matters
Corrections, decisions, conventions, review feedback, and repeated explanations stop disappearing at the end of a session.
Foundry for real projects
Your agents should remember your project.
Foundry watches the work you already do, captures the corrections and decisions that matter, and turns them into durable context for the next run.
The promise
Every run should leave the project a little easier to align.
Foundry is not trying to make the model mystical. It gives your project a memory system, a routing layer, and a way to verify whether the corpus is actually helping.
Route it somewhere useful
A signal can become memory, documentation, a fixture, a guardrail, an ADR, or a CI rule. Foundry helps decide which.
Make the next run better
The point is not more context. The point is the right context, carried forward and verified against real work.
The team around the work
Each role contributes a different kind of project memory.
The visual story is heightened; the jobs are concrete. Map the relevant context. Capture the lesson. Watch parallel work. Protect project boundaries. Do the task.
around the project CARTOGRAPHER
CARTOGRAPHER
Maps context
Finds the project context a task actually needs, so the working agent does not have to carry the whole corpus.
The loop
The next attempt should start closer to what you mean.
Not more autonomy for its own sake. Better starting conditions, better feedback, and fewer lessons paid for twice.
Work normally
Use Claude Code, Cursor, or your existing agent workflow. Foundry wraps the session instead of replacing it.
A signal appears
A correction, redirect, revert, or review comment says something important about how your project should work.
Foundry classifies it
The Librarian decides whether it is taste, convention, security, architecture, fixture material, or something else.
The corpus changes
Approved signals become durable project context your agents can use next time.
Oracle checks it
The same kind of task runs again against fixtures, with scores and regressions tracked.
The lesson compounds
If it helped, the improvement stays. If it hurt, you know before it becomes invisible drag.
Foundry + Oracle
Build in the workshop. Hone it with measurement.
Start by making project signals durable. Add Oracle when you want to know whether those corpus changes actually improve future agent work.