The case, in four arguments
Argument 01 · The re-explanation tax
Every session that starts from zero is a bill.
A stateless assistant re-onboards at the start of every session — you re-paste the architecture, re-explain the conventions, re-litigate the decision you already made last week. That re-explanation is unpaid engineering time, spent per developer, every day they open the tool. A retained team loads that history before the first prompt, so the meter never starts.
See the session-start loop →
Argument 02 · Review economics
A reviewer with memory finds the problem once — not forever.
~110→1
The first time the team reviewed this codebase cold — no ledger, no history — it surfaced around 110 findings across roughly 150,000 lines and drove every one to a terminal state. From then on, each review reads that ledger first and only looks at what actually changed. The most recent pass: one finding, in the code that moved — real, and already fixed.
See the full review-convergence chart →
Argument 03 · Per-developer consistency
Every engineer gets the same senior process.
The team runs the same shape of work for everyone: the session opens with what's known, evidence gets gathered before theories, decisions get written down, and code gets reviewed before it ships. That process doesn't depend on which engineer opened the session, or how their week is going. The discipline is the product — applied per developer, every time.
See how the workflow runs →
Argument 04 · Procurement de-risking
We publish the limits before you ask for them.
Every claim on this site ships with its honest limit: what's stored, what's encrypted, what's isolated to each account, and what isn't built yet. Your security team approves faster when the vendor hands them the boundary instead of making them hunt for it. The straight version lives on the pages built for the people who sign off.
Read the IT & security brief → · The security model →