AI DevSecOps Reasoning. Built Into Your IDE

You're building apps and writing code faster than ever. But you may be missing critical security features that could be exploited. ARKO lives inside your code editor to reveal your security gaps based on context, fixes them, and proves they're gone – while you're still coding.

Install ARKO

AI DevSecOps Reasoning. Built Into Your IDE

You're building apps and writing code faster than ever. But you may be missing critical security features that could be exploited. ARKO lives inside your code editor to reveal your security gaps based on context, fixes them, and proves they're gone – while you're still coding.

Install ARKO
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Architecture Overview
Your AI writes code. ARKO understands
what it builds before it ships.
From raw codebase to full attack surface. ARKO maps architecture, models threats,
and scores risk in real time, so you ship fast without shipping vulnerabilities.
Inputs
Codebase
Live files as you write
.ts.py.go.js
AI Copilot Output
Generated code, intercepted live
CursorCopilotAntigravityWindsurf
App Config & Routes
Dependencies, env, API surface
package.json.envroutes
Engine
DevSecOps Context Engine
Reasons about architecture - Not a scanner
Always On
Code Analysis
Threat Modeling
Business Context
Attack Path Analysis
Outputs
74
% hackable
Hackability Score
One number. Safe to ship?
3
severe
Threat Model
Ranked attack paths, blast radius
PCI
SOC2
Compliance Map
Findings linked to your frameworks
AI
fix ready
Fix with AI
1-click context-aware fix, paste & ship
ARKO decides if it ships - full DevSecOps context, not pattern matching.
Use cases
arko/ ai-chat.ts6 ISSUESHACKABLE SCORE92%HACKABLECRITExposed API KeyLine 3 · hardcoded secretCRITSQL InjectionLine 7 · template literalCRITPrompt InjectionLine 10 · unsanitized inputWARNPII Leaked to AILine 14 · user data in ctxWARNNo Rate Limitingchat() · no throttlearko/ ai-chat.tsSECUREHACKABLE SCORE4%HACKABLEFIXEDAPI Key → env variableprocess.env.API_KEYFIXEDSQL → parameterized querydb.query($1, [id])FIXEDPrompt → sanitizedinjection blockedFIXEDPII → redacted before AIredactPII() appliedFIXEDRate limiter + filtermiddleware added

AI writes the code. ARKO decides if it ships based on the score.

AI copilots generate faster than humans can review. ARKO continuously analyses AI‑written code in real time, mapping risk to real attack paths – before it reaches production.

Use cases
arko/ ai-chat.ts6 ISSUESHACKABLE SCORE92%HACKABLECRITExposed API KeyLine 3 · hardcoded secretCRITSQL InjectionLine 7 · template literalCRITPrompt InjectionLine 10 · unsanitized inputWARNPII Leaked to AILine 14 · user data in ctxWARNNo Rate Limitingchat() · no throttlearko/ ai-chat.tsSECUREHACKABLE SCORE4%HACKABLEFIXEDAPI Key → env variableprocess.env.API_KEYFIXEDSQL → parameterized querydb.query($1, [id])FIXEDPrompt → sanitizedinjection blockedFIXEDPII → redacted before AIredactPII() appliedFIXEDRate limiter + filtermiddleware added

AI writes the code. ARKO decides if it ships based on the score.

AI copilots generate faster than humans can review. ARKO continuously analyses AI‑written code in real time, mapping risk to real attack paths – before it reaches production.

Use cases
arko/ ai-chat.ts6 ISSUESHACKABLE SCORE92%HACKABLECRITExposed API KeyLine 3 · hardcoded secretCRITSQL InjectionLine 7 · template literalCRITPrompt InjectionLine 10 · unsanitized inputWARNPII Leaked to AILine 14 · user data in ctxWARNNo Rate Limitingchat() · no throttlearko/ ai-chat.tsSECUREHACKABLE SCORE4%HACKABLEFIXEDAPI Key → env variableprocess.env.API_KEYFIXEDSQL → parameterized querydb.query($1, [id])FIXEDPrompt → sanitizedinjection blockedFIXEDPII → redacted before AIredactPII() appliedFIXEDRate limiter + filtermiddleware added

AI writes the code. ARKO decides if it ships based on the score.

AI copilots generate faster than humans can review. ARKO continuously analyses AI‑written code in real time, mapping risk to real attack paths – before it reaches production.

How It Works

How It Works

How It Works

DevSecOps Reasoning, not SAST or Rules Based.

1 - Integrate

ARKO integrates directly into AI-assisted development workflows - observing prompts, generated code, edits, and security decisions as they happen.

2 - Analyse

ARKO analyses AI-generated code in real time - understanding what the code is doing, why it was generated, and what risk it introduces.

3 - Guide developers. Enforce policy when it matters.

ARKO gives developers immediate, inline feedback while they’re coding - not days later in a report.

1 - Integrate

ARKO integrates directly into AI-assisted development workflows - observing prompts, generated code, edits, and security decisions as they happen.

2 - Analyse

ARKO analyses AI-generated code in real time - understanding what the code is doing, why it was generated, and what risk it introduces.

3 - Guide developers. Enforce policy when it matters.

ARKO gives developers immediate, inline feedback while they’re coding - not days later in a report.

1 - Integrate

ARKO integrates directly into AI-assisted development workflows - observing prompts, generated code, edits, and security decisions as they happen.

2 - Analyse

ARKO analyses AI-generated code in real time - understanding what the code is doing, why it was generated, and what risk it introduces.

3 - Guide developers. Enforce policy when it matters.

ARKO gives developers immediate, inline feedback while they’re coding - not days later in a report.

ARKO watches AI-driven development happen - and quietly improves outcomes.

ARKO watches AI-driven development happen - and quietly improves outcomes.

ARKO watches AI-driven development happen - and quietly improves outcomes.

Invisible DevSecOps power at your side - improving every commit.

Faster, safer releases

ARKO identifies risk as code is written - not after it’s merged. Security issues are resolved earlier, so releases move faster without increasing exposure.

Faster, safer releases

ARKO identifies risk as code is written - not after it’s merged. Security issues are resolved earlier, so releases move faster without increasing exposure.

Faster, safer releases

ARKO identifies risk as code is written - not after it’s merged. Security issues are resolved earlier, so releases move faster without increasing exposure.

Shorter time to fix real risk

Developers see security feedback immediately, in the same place AI code is generated. No context switching. No security side-quests. Just faster resolution.

Shorter time to fix real risk

Developers see security feedback immediately, in the same place AI code is generated. No context switching. No security side-quests. Just faster resolution.

Shorter time to fix real risk

Developers see security feedback immediately, in the same place AI code is generated. No context switching. No security side-quests. Just faster resolution.

Coverage across AI systems by default

ARKO continuously observes applications, APIs, models and agents as they evolve - ensuring security coverage keeps pace with AI-driven change.

Coverage across AI systems by default

ARKO continuously observes applications, APIs, models and agents as they evolve - ensuring security coverage keeps pace with AI-driven change.

Coverage across AI systems by default

ARKO continuously observes applications, APIs, models and agents as they evolve - ensuring security coverage keeps pace with AI-driven change.

Lower MTTR on critical issues

Risk is prioritised based on real exploitability and business impact - so teams act on what actually matters first.

Lower MTTR on critical issues

Risk is prioritised based on real exploitability and business impact - so teams act on what actually matters first.

Lower MTTR on critical issues

Risk is prioritised based on real exploitability and business impact - so teams act on what actually matters first.

Compliance emerges naturally

Security decisions, controls and mitigations are captured as they happen - creating audit-ready evidence without extra work.

Compliance emerges naturally

Security decisions, controls and mitigations are captured as they happen - creating audit-ready evidence without extra work.

Compliance emerges naturally

Security decisions, controls and mitigations are captured as they happen - creating audit-ready evidence without extra work.

Clarity for security leadership

CISOs see whether AI-driven engineering is becoming safer over time - without relying on noisy tool metrics or manual reporting.

Clarity for security leadership

CISOs see whether AI-driven engineering is becoming safer over time - without relying on noisy tool metrics or manual reporting.

Clarity for security leadership

CISOs see whether AI-driven engineering is becoming safer over time - without relying on noisy tool metrics or manual reporting.

What Our Customers Have to Say.

Bronwyn Boyle

Bronwyn Boyle

CISO, PPRO

CISO, PPRO

"The DevSecAI team's focus on developer experience, real-world attack scenarios and practical models was spot on"
"The DevSecAI team's focus on developer experience, real-world attack scenarios and practical models was spot on"

Built by AI Security Experts.


ARKO was built by people who have lived inside modern AI-driven engineering teams - responsible for security outcomes, not tool adoption.

Founded by a CISO, ARKO exists because traditional DevSecOps breaks down when code is written by machines, not humans.

Where other tools react after deployment, ARKO operates at the moment risk is created - while AI systems are being built.


ARKO was built by people who have lived inside modern AI-driven engineering teams - responsible for security outcomes, not tool adoption.

Founded by a CISO, ARKO exists because traditional DevSecOps breaks down when code is written by machines, not humans.

Where other tools react after deployment, ARKO operates at the moment risk is created - while AI systems are being built.

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Subscribe to our newsletter for the latest AI security insights and updates.

By subscribing, you consent to our Privacy Policy and agree to receive updates.

Quick Links

© 2025 DevSecAI. All rights reserved.

Cookie Policy

Subscribe to our newsletter for the latest AI security insights and updates.

By subscribing, you consent to our Privacy Policy and agree to receive updates.

Quick Links

© 2025 DevSecAI. All rights reserved.

Cookie Policy