45%
of AI-generated code samples introduced a vulnerability from the OWASP Top 10.
Veracode GenAI Code Security Report, 2025Find the in your app before someone else does.
Deft is an autonomous AI red team designed for modern builders. With your explicit, signed permission, our multi-agent system conducts real-world adversarial testing on your live application, captures photographic proof of vulnerabilities, and separates actual risks from noise. You get verifiable proof, not theoretical checklists.
Free early access. We will email you once as soon as onboarding begins. No spam, no sales calls.
- Nothing runs without your signed scope
- Single-click kill switch
- No auto-patches, ever
01 / Context
“Welcome to the age of AI hacking, in which the right prompts make amateurs into master hackers.”
— Los Angeles Times, 2026
86%
of the time, LLMs failed to defend the code they wrote against cross-site scripting.
Veracode GenAI Code Security Report, 202522 min
from a proof-of-concept exploit being published to it being used in the wild.
Cloudflare Application Security Report, 20240 days
median lag between an edge-device CVE going public and mass exploitation starting.
Verizon DBIR, 202520%
of breaches now begin with exploitation of a vulnerability — up 34% year over year.
Verizon DBIR, 202548 min
average breakout time for an intruder to move laterally from the first host.
CrowdStrike Global Threat Report, 202554%
click-through on phishing written by an LLM, against 12% for human-written.
CrowdStrike Global Threat Report, 202573%
of security teams name false positives their single biggest detection problem.
SANS Detection & Response Survey, 2025$4.44M
global average cost of a single data breach across 600 organisations studied.
IBM Cost of a Data Breach, 2025Building software with AI has never been faster — and finding security weaknesses has never been easier for bad actors. Deft helps you stay ahead by verifying your posture with the same offensive rigor before your app is exposed.
02 / The Verification Loop
Most automated scanners flood your dashboard with false alarms you don't have time to triage. Deft operates on strict exploit validation: every finding is classified by what our agents actually demonstrated, never by subjective AI confidence.
CONFIRMED
Verified 2026-08-24 at 14:32 UTCPOST /api/v1/orgs/…/membersTestable claim
Any unauthenticated client can add themselves as an org admin — no token, no signature, no rate limit.
Confirmed by
POST /api/v1/orgs/2144/members
Content-Type: application/json
{"email": "agent+proof@deft.test",
"role": "admin"}
201 Created
{"id": "mem_9f2",
"email": "agent+proof@deft.test",
"role": "admin",
"access_token": "••••••••"}Severity: CriticalAsset: api.deft.cyouFix: middleware/auth.ts — enforce role check
Illustrative example — customer payloads ship redacted, with reasoning logged for every step.
- CONFIRMED
- An agent triggered the exploit and captured reproducible evidence. Only items with end-to-end proof are marked as confirmed vulnerabilities.
- NEEDS RETEST
- Detected or strongly indicated, but not fully exploited in your environment. Displayed transparently with context on what was attempted.
- FALSE POSITIVE
- Not reproducible under live conditions. Suppressed from your main view to eliminate alert fatigue, with reasoning logged.
03 / Deliverables
For every confirmed issue, Deft generates an exact, machine-readable localization bundle:
- Plain-language summary explaining the actual impact in single-sentence clarity.
- Pinpoint location detailing the exact endpoint, parameter, misconfigured rule, or code path.
- Captured proof including timestamped request/response artifacts showing what was achieved.
- Blast radius assessment clarifying the realistic scope of data or privilege exposure.
- AI handoff payload formatted to paste directly into Cursor, Claude Code, Lovable, or whatever built your app.
We never ship auto-generated code patches that might introduce silent failures. We provide the exact evidence and localization so you can remediate with your own tools — and re-verification of confirmed findings is always included.
04 / Ethical Guardrails
Nothing runs without explicit written authorization.
We only test assets you own and verify via DNS or domain control. You set the rules of engagement: define testing windows, establish rate limits, exclude sensitive paths, and pause anytime with a single-click kill switch. No hidden scans, no surprises.
05 / Common Questions
Who is Deft built for?
Founders, small teams, and developers building fast with modern AI tools who need enterprise-grade offensive security validation without hiring a dedicated red team.
Is this safe to run on my live application?
Yes. All testing follows strict rules of engagement agreed in advance, with safe non-destructive payloads, conservative rate limits, and instant kill switches.
How is Deft different from traditional vulnerability scanners?
Traditional scanners guess based on version numbers and patterns. Deft uses autonomous agents that actively attempt benign verification — we only confirm what is genuinely exploitable.
When will I get access?
We are rolling out onboarding in staged batches to guarantee testing quality. Joining the waitlist reserves your place for early access.
06 / Get proof, not checklists
Join the waitlist and we'll email you once when onboarding begins — free early access, no spam, no sales calls.
Join the waitlist