Findings go where your team already works.
Every integration is labelled with its real status: planned ones say so, with a date.
Datadog
Push Alt Matrix outcomes and Confirmed findings into Datadog Journey Monitoring, with deep links both ways.
Quantum Metric
Link a Quantum Metric agent-friction replay (Agent Probability Score) to an alt.qa repro cell, and back.
Slack & Microsoft Teams
A plain-English digest within 60 seconds of each job, plus a thread per Confirmed finding.
Jira, Linear & GitHub Issues
One issue per Confirmed finding with replay, DOM, suggested fix and a repro command. Two-way status sync.
Cloudflare
A blocking audit per agent class and one-click Signed-Agent allow rules.
CI: GitHub Actions, GitLab, Jenkins
Run a saved matrix on every preview deploy and fail only on new Confirmed findings.
MCP (Claude Code, Cursor, Copilot)
Coding agents run a matrix, fetch the failure bundle, fix and re-run to verify.