Dawnbrief.Fresh vulnerability briefs, ready each morning.
Continuous AI pentesting — every morning, a client-ready vulnerability brief lands in your inbox.
Start Solo for 14 days without a card. The first 10 eligible new Team or Enterprise customers can get 50% off their first three months. Check the offer details
Autonomous AI agents probe your web apps and APIs overnight — authn, authz, injection, business logic, IDORs. By the time you start your day, a clean, PM-ready brief has been written in the rigor of a human pentester. Findings are deduplicated against prior runs so you only see what changed.
- Coverage
- 24/7
- Delivery
- 07:00 sharp
- Per-test fee
- None
How it works
Three steps, every day, in your inbox.
Dawnbrief runs the continuous coverage tier of a senior pentester on a nightly cadence — and packages each run as a one-pager you can act on. No engagement cycles, no scope negotiations, no per-test fees.
Always-on probes
Autonomous AI agents probe your web apps and APIs every night — authn, authz, injection, business logic, IDORs. Findings are deduplicated against prior runs so you only see what changed.
Daily brief
A report agent writes a PM-ready brief by 07:00 — TL;DR, severity counts, reproducible steps — in the same tone a human pentester would deliver. Same shape, every morning.
Prioritized fixes
Every brief ends with a prioritized fix list — critical up top, with CVSS, CWE reference, and a copy-ready reproducer you can paste straight into a Jira ticket.
Today's deliverable
What actually lands in your inbox at 07:00.
A tight, PM-friendly brief with a TL;DR, severity-grouped findings, reproducible steps, and a prioritized fix order — same shape every morning, written in the professional tone a human pentester would use.

A real shape, not a stock mock
TL;DR, severity counts, finding rows, and the prioritized fix order — same shape every morning.
Common questions
Answers engineering and security leads ask first.
The questions that come up before signing on — rigor, what lands in the brief, how noise is kept out, and how a nightly cadence maps to your existing security questionnaires.
Choose your starting point
Start with a brief. Scale with your team.
Try Solo for 14 days without a card, or review the limited offer for the first 10 eligible new Team and Enterprise customers: 50% off the first three months.