See what changed, what broke, and what's at risk — across code, PRs, and production.
For developers, leads, and the people waiting on that deploy.
Early access. No spam.
Contributors break things they don't understand. Superpositional gives every contributor — and every AI agent — the context they need before they merge. PR impact, dependency boundaries, regression risk. No more "I didn't know that touched X."
Cross-repo dependency visibility. Standards drift detection. Hard numbers on whether your architecture is holding up.
Natural-language queries over your engineering system. Release readiness. Risk in plain English — no code required.
Map your system. Catch problems before merge. Trace incidents to the code that caused them.
We index your repo — functions, dependencies, architecture, docs — into a structured model that's always current. Query it in plain language, or connect it directly to your AI coding tools via MCP.
Every PR gets checked against the system model. Regressions, drift, dependency breakage — flagged before it merges.
Trace incidents back to the deploy, the PR, and the line of code. In seconds, not hours.
Plug in your repos, observability, and ops tools. We build the model. You get the answers.
We parse your code, commits, and docs — down to function-level structure.
A live model of your system — entities, dependencies, architecture — always up to date.
Layer in docs, infrastructure, and runtime signals for the full picture.
PR guardrails, incident tracing, architecture queries, and AI context — surfaced where your team works.
No per-seat fees. Operations are billed by usage — PR reviews, system queries, incident traces. One operation, one credit.
We're in early access. Leave your email — we'll let you know when there's a spot.