Remediation fleets that fix issues
under human control.
Zof agents reproduce failures, propose fixes, open pull requests, and verify approved remediation with audit-ready evidence.
100%
approval required
PR
ready diffs
Audit
trail per action
Verify
post-fix suite
Remediation fleets that fix issues
Zof agents reproduce failures, propose fixes, open pull requests, and verify approved remediation with audit-ready evidence.
OPERATIONAL KPIs
- Runs
- Coverage
- Risk
Live across every environment you ship to.
WORK SPINE
- Specs
- Tests
- Schedules
From specification to scheduled regression.
GUARDRAILS
- RBAC
- SSO
- audit
Every action attributable to a named human.

- 01 · RUNS · 24H
94% pass
12 runs across staging
- 02 · COVERAGE
84%
Across four modules
- 03 · ACTIVE RUNS
3 running
Live on this branch
- 04 · NEXT ACTIONS
Recommended
Triage gaps, new spec
Reproduce
Agents replay the failure with full System Graph context.
Propose
Typed diffs and impact estimates are prepared for review.
Approve
Named engineers approve under RBAC, no silent changes.
Validate
Testing fleets re-run to confirm the fix before close.
- 100+ AI agents under your control layer
- System Graph maps dependencies before changes ship
- Audit-grade evidence for compliance reviews
Governed remediation for production systems
See how remediation fleets integrate with your incident and CI workflows.
- No bypass paths
- Full audit exports
- Policy-controlled autonomy