We break in
before they do.
Now with deep content extraction — 14 engines that pull actual evidence, not just warnings.
Five reasoning engines — OSINT, Network, Cortex, Phantom, LLM Red-Team — plus eight Tier-1 deep-extraction engines, driven by a ReAct loop, scope-validated on every call, and audited against a three-pillar UltraReview before a single claim ships.
- tests green
- 458/458
- attack engines
- 14
- AI agents
- 13
- secret classes
- 20+
Attackers run 24/7.
Defenders run once a quarter.
- 01
Manual pentests ship too late
A human engagement runs twice a year and covers a fraction of your attack surface. Attackers don't scope.
- 02
Scanners are loud and shallow
Commodity scanners read headers and call it a day. They miss CORS reflection, DKIM drift, LLM injection, ASM deltas.
- 03
LLM apps are a new attack surface
Jailbreaks, prompt injection, tool abuse, retrieval leaks. Most tools can't even see them, let alone test them.
- 04
Guardrails are mostly paper
CLI caps that don't cap. Scope flags that never reach the engine. Paper guardrails convert into production bills.
Five reasoning engines. One ReAct loop.
Every call routes through the same scope validator. Every finding routes through the same ReAct reasoning trace. Every trace is replayable on a network-blocked provider, deterministically.
Eight new engines. Evidence, not warnings.
Tier 1 runs pre-ReAct on every scan. Each engine pulls actual extracted content from the target — bundle contents, buckets, schemas, historical infra — and writes the evidence to disk next to the finding.
- tier 1 · 01
JS Bundle Miner
Scans webpack/vite bundles for 20+ secret classes (AWS, Stripe, GitHub, Supabase, Firebase, JWTs).
hoppa.global — 715KB bundle beautified, regex-scanned, zero leaks - tier 1 · 02
Source Map Reconstructor
Rebuilds full source code when .js.map files ship to prod — 14 URL patterns probed per target.
- tier 1 · 03
GraphQL Introspector
Dumps complete schema, detects exposed playgrounds (GraphiQL / Apollo), writes SDL + JSON.
- tier 1 · 04
.well-known Enumerator
Harvests robots.txt, OIDC config, security.txt, sitemap — parses Disallow paths for sensitive surface.
- tier 1 · 05
Subdomain Deep Scanner
Certificate transparency + DNS brute + amass passive → full historical subdomain inventory, live-host classified.
hoppa.global — staging. + test. surfaced as HIGH - tier 1 · 06
Bucket Enumerator
Finds exposed S3 / GCS / Azure buckets by brand pattern, parses XML listings, captures up to 100 keys.
- tier 1 · 07
Full Port Scanner
nmap top-100 with service detection. Risky ports (MSSQL / Postgres / Redis / Mongo / K8s API) → CRITICAL.
- tier 1 · 08
DNS History Miner
SecurityTrails + VirusTotal + DNSDumpster → every IP the target ever used → finds forgotten legacy infra.
Dogfooded on hoppa.global — 24s wall-clock, 21 findings, 2 HIGH (staging & test subdomains surfaced). 458 tests green, 75% engine coverage. Version 3.1.0.
Offensive security, licensed in-region.
AdversAI operates under a UAE federal offensive-security authorization. For GCC clients — federal, financial, critical-infra — that means engagements stay jurisdictionally clean: license in-region, execution in-region, evidence in-region.
- 01UAE-licensed offensive security
Operating under a live UAE federal information-security license. Engagement letters signed in-region, offensive work authorized by national framework — not a re-sold US license or a self-declared statement.
- 02GCC-approved. Federal-scope authorized.
Scope approved for Gulf Cooperation Council entities, including federal agencies and regulated sectors (finance, telco, critical infra). Cleared to test production systems, not just staging sandboxes.
- 03Data sovereignty — findings stay in-region
All scan artefacts, extracted secrets, replay caches, and reasoning traces live on Tailscale-private infra inside the UAE. No third-party SaaS ingestion. No cross-border transfer of your evidence.
license number available on request under NDA
Every claim audited.
Every guardrail honest.
Three parallel adversarial agents audit every major commit — Security, Correctness, Quality — with grep-verified findings and file/line citations. When we find a paper guardrail in our own code, we publish the fix before the changelog.
Security
Hunts for injection, auth bypass, and dead-plumbing risk in our own code before it reaches yours.
"A pentest platform that can be tricked into exfiltrating its own customer data is worthless."
AdversAI is built by operators who've watched automated pentest tools ship paper guardrails — CLI flags that look like caps but never reach the engine, CSP nonces that never get consumed, test suites that monkey-patch the very signature the production code breaks. Every time we catch one of those in our own code, we publish it: the finding, the file, the line, the fix.
— adversai operating doctrine
Findings ship as Markdown, JSON, and SARIF.
Reproduction steps, remediation, CVSS, replayable trace. Drop straight into PRs, Jira, or your SIEM.
Real scans. Real output. No mockup.
These are verbatim traces from production scans, anonymized. Tap an engine to watch it run.
What the field actually looks like.
We read the competitors' READMEs, ran their demos, and ported their best ideas (Shannon-style reasoning, PentAGI's autonomy arc). Here's an honest grid. Where a rival is better, we say so.
AdversAI v3.1
ours- Deep content extraction
- Yes (8 engines)
- Secret extraction from bundles
- Yes (20+ classes)
- OSINT engine
- Yes
- Network engine
- Yes
- Reasoning loop
- Yes (ReAct)
- Autonomous exploit
- Yes (playbook)
- LLM red-team
- Yes
- Scope guardrails
- Per-call validator
- Black-box (no source)
- Yes
- Replayable trace
- Yes
- Licensed / in-region
- UAE federal
- Providers
- 4 + Bedrock
Shannon Lite
- Deep content extraction
- No
- Secret extraction from bundles
- No
- OSINT engine
- No (white-box)
- Network engine
- Yes
- Reasoning loop
- Yes (2-stage)
- Autonomous exploit
- Yes (PoC req'd)
- LLM red-team
- No
- Scope guardrails
- Implicit (source)
- Black-box (no source)
- No
- Replayable trace
- No
- Licensed / in-region
- No
- Providers
- Claude only
Pentest Swarm AI
- Deep content extraction
- No
- Secret extraction from bundles
- No
- OSINT engine
- Yes
- Network engine
- Yes
- Reasoning loop
- Yes (ReAct)
- Autonomous exploit
- Yes
- LLM red-team
- No
- Scope guardrails
- Yes
- Black-box (no source)
- Yes
- Replayable trace
- No
- Licensed / in-region
- No
- Providers
- Claude only
Strix
- Deep content extraction
- Partial
- Secret extraction from bundles
- Partial
- OSINT engine
- Yes
- Network engine
- Yes
- Reasoning loop
- Yes (agentic)
- Autonomous exploit
- Yes
- LLM red-team
- No
- Scope guardrails
- Yes
- Black-box (no source)
- Yes
- Replayable trace
- No
- Licensed / in-region
- No
- Providers
- Multi
Artemis
- Deep content extraction
- Partial
- Secret extraction from bundles
- No
- OSINT engine
- Yes
- Network engine
- Yes
- Reasoning loop
- Partial
- Autonomous exploit
- No
- LLM red-team
- No
- Scope guardrails
- Yes (CERT-PL)
- Black-box (no source)
- Yes
- Replayable trace
- Partial
- Licensed / in-region
- PL national
- Providers
- N/A
METATRON
- Deep content extraction
- No
- Secret extraction from bundles
- No
- OSINT engine
- Partial
- Network engine
- Yes
- Reasoning loop
- Yes (multi-step)
- Autonomous exploit
- Partial
- LLM red-team
- No
- Scope guardrails
- Yes
- Black-box (no source)
- Yes
- Replayable trace
- No
- Licensed / in-region
- No
- Providers
- N/A
PentAGI
- Deep content extraction
- No
- Secret extraction from bundles
- No
- OSINT engine
- Yes
- Network engine
- Yes
- Reasoning loop
- Yes
- Autonomous exploit
- Yes
- LLM red-team
- No
- Scope guardrails
- Yes
- Black-box (no source)
- Yes
- Replayable trace
- No
- Licensed / in-region
- No
- Providers
- Multi
PyRIT
- Deep content extraction
- No
- Secret extraction from bundles
- No
- OSINT engine
- No
- Network engine
- No
- Reasoning loop
- No
- Autonomous exploit
- No
- LLM red-team
- Yes
- Scope guardrails
- N/A
- Black-box (no source)
- Yes
- Replayable trace
- Partial
- Licensed / in-region
- No
- Providers
- Multi
garak
- Deep content extraction
- No
- Secret extraction from bundles
- No
- OSINT engine
- No
- Network engine
- No
- Reasoning loop
- No
- Autonomous exploit
- No
- LLM red-team
- Yes
- Scope guardrails
- N/A
- Black-box (no source)
- Yes
- Replayable trace
- Partial
- Licensed / in-region
- No
- Providers
- Multi
Sources: Shannon Lite (GitHub KeygraphHQ/shannon), Pentest Swarm AI (Armur-Ai/Pentest-Swarm-AI), Strix (usestrix), Artemis (CERT-PL/Artemis), METATRON (agentic-pentest), PentAGI (vxcontrol/pentagi), PyRIT (Microsoft), garak (NVIDIA). Verified 2026-04-18.
Our differentiator: UAE federal license + deep content extraction (20+ secret classes, source-map reconstruction, historical-infra enumeration) + evidence-grade reports (Markdown, JSON, SARIF) with replayable reasoning traces.
One number.
Grounded in five.
Every finding is graded by engine-local severity, then fused into a single composite score weighted by attacker cost, exploitability, and blast radius. The dial on the right tracks the score as you read this section.
- 0–39Hardened. Minor posture notes only.
- 40–74Findings exist. Patch path is clear.
- 75–100Active exposure. Mitigate before it costs you.
Start free. Grow when you need to.
The Solo tier ships the full kit — you're trusted to run responsibly. Paid tiers add the glue teams actually pay for: shared scope, audit logs, SSO, incident paths.
Tier 2 authenticated testing and Tier 3 full red team engagements require a signed engagement letter — contact us.
- Solo$0self-hosted
One operator. Full kit.
- All 5 engines, unrestricted
- CLI + JSON/Markdown reports
- Bring your own LLM (Claude, OpenAI, Ollama, LMStudio)
- Replay cache + non-mocked test harness
- Community Discord
- most pickedTeam$499per month · 5 seats
Shared scope, shared reports.
- Everything in Solo
- Shared scope registry + audit log
- Playbook library + ASM watcher
- HackerOne / Bugcrowd scope sync
- Priority Slack support, business-hours SLA
- EnterpriseCustomannual
SOC-aligned. On your infra.
- Everything in Team
- SSO, SCIM, RBAC
- Private deployment · AWS Bedrock preview
- Dedicated scope-review engineer
- 24/7 incident path · named TAM
- ResearchFree*reviewed per request
Academics, CERTs, non-profits.
- Same kit as Team
- Publish findings — we'll coordinate disclosure
- Citation in quarterly security notes
- * Subject to scope review
Break in first.
Ship it cleaner.
Pull AdversAI today. Point it at an allowlisted target. See a trace in your terminal before your coffee lands.