Autonomous AI penetration testing · L4
Anyone Can Flag Candidate Alerts.
Saifullah Runs the Whole Engagement. On Its Own.
Planning, recon, multi-step exploit chaining, and reproduced findings — with no human intervention during the run. A human reviews the output.
L4
Autonomy level today — building toward L5
0
Human handoffs from plan to report
PoC
Reproducible proof attached to every finding
// Signal over noise
Security Teams Don’t Need More Alerts.
They Need Proof.
Scanners hand you a queue of maybes. Saifullah hands you a reproduced exploit, the path that reached it, and the evidence to fix it.
01 / Plan
Plans Its Own Engagement.
Reads the scope, maps every route and role, and decides where to probe first — the way a senior tester would.
See it in a run
engagement.plan
AUTO-PLANNED
scope
acme.app · 42 routes · 3 roles
auth
oauth2 + session cookies
queue
ranked by reachable impact
1
/api/v2/invoices
2
/admin/export
3
/graphql
4
/uploads
attack.path
3 STEPS
01 · IDOR
/api/v2/invoices · cross-tenant read
LOW
02 · ROLE LEAK
payload exposes user → admin mapping
MEDIUM
03 · ADMIN EXPORT
full customer export reached
CRITICAL
02 / Chain
Chains Small Bugs Into Real Exploits.
Single issues rarely matter. Saifullah links low-severity findings into multi-step paths that reach real business impact.
See it in a run
03 / Verify
Proves Every Finding Before You See It.
Every exploit is replayed deterministically. If it can’t be reproduced, it never reaches your report.
See it in a run
verify.log
DETERMINISTIC
replay #1
200 · admin export reached
0.41s
replay #2
200 · admin export reached
0.39s
replay #3
200 · admin export reached
0.40s
Reproduced 3/3 · added to report
// Built for real teams
Depth, Control, and Scale.
Without Adding Headcount.
network
L1
auth · sessions
L2
APIs · graphql
L3
business logic
L4
Depth
Reasons across auth, APIs, and business logic — the layers where signature scanners go blind.
ALLOW
acme.app/*
ALLOW
api.acme.app/v2/*
DENY
payments.acme.app
MODE
non-destructive · read-safe
Control
Scope is locked before the first request. Non-destructive by default, and every action is logged.
40 parallel runs · 7 verified
Scale
Run engagements in parallel on every release — not once a year, and not on a consultant’s calendar.
// One run, end to end
Every Finding, Traced End to End.
From First Request to Verified Exploit.
Watch a full engagement play out — plan, recon, discovery, chaining, verification, and a report a human can sign off on.
// The autonomy scale
Where Saifullah Sits Today.
L4 Now. Building Toward L5.
Most tools stop at assisted scanning. Saifullah runs the whole engagement on its own — a human reviews the output, not each step.
// How it compares
Not Another Scanner.
The Depth of a Pentest, on Every Release.
IDOR
Auth bypass
SSRF
SQL injection
Privilege escalation
Business-logic abuse
JWT tampering
Mass assignment
Path traversal
Stored XSS chains
GraphQL introspection
Race conditions
Capability
Scanners
Saifullah
Plans the engagement itself
No
Yes
Chains multi-step exploits
No
Every run
Reproduces every finding
No
3/3 replays
Runs on every release
Yes
Yes
Human time per engagement
Triage queue
Review only
Noise in the final report
High
Proof required
// Private pilot
Can Saifullah Hack Your App?
Point it at one application. Get a verified attack path — or a clean bill of health — in a single autonomous run.
Private development · Pilot opening soon
Request pilot access.
A limited program for select companies. An ambitious team led by Alaqmar.