product · automations

The hunt never sleeps.
Findings fix themselves — after review.

Findings pile up faster than they get fixed. Define once: trigger, rules, action. Verify, fix, test, notify — around the clock.

Findings pile up faster than they get fixed.

Without automation
  • The backlog grows
  • Every finding waits for triage, priority, capacity
With automation
  • Trigger → verify → fix-PR → notify
  • You review. The hunt works.
01

Trigger

Critical finding in a customer-facing app, on main.

02

Rules

Matches your policy: severity, repo, branch.

03

Action

Verify, fix, test. Never a blind patch.

04

Notifier

Slack + email, with the trace.

Three possible decisions. Always with a trace.

Change ready

Critical · Authorization bypass

Exploit reproduced. A focused fix as branch + PR, ready for review.

No change needed

High · Unsafe deserialization

Sink unreachable. Reasoned, documented, closed.

False positive

High · SSRF

Not exploitable. Explained, in the trace, no backlog line.

What comes next

Dependency bumped → changelog diff reviewed
CI red on main → root cause fixed
Slack in #bug-reports → logs checked → fix → reply in thread
Does it patch blindly?+

No. Every action starts with verification: reproduce the exploit, load context, then decide: fix-PR, no change, false positive.

How do I see what the agents did?+

Every action with a trace: verify, context, decision. In the report and the channel.

Who is accountable?+

Your review stays the gate. Nothing merges without you.

Stop chasing alerts.

Your first automation on your scope. Flat, in writing.