AI coding tools now write production code. Your existing tools assume humans wrote it. Zamski attributes engineering work to its source before it becomes a liability.
When your systems tell different stories about the same work, we call it a Situation.
A time-scoped bundle of claims, evidence, and contradictions with timestamps and provenance.
Real scenarios where Zamski would have surfaced contradictions before they became problems.
Early access for engineering leaders who need to know where their systems disagree.
Built from activity across Jira, GitHub, Slack, and calendars.
Most incidents are preceded by signals. Zamski detects gaps before they become failures.
SOC 2 audited. Read-only integrations. Audit logging for security reviews.