
SpecialistThe AI coding agent for building ambitious software
SpecialistThe AI coding agent for building ambitious software
CybeDefend records 7,642 monthly visits with +37.6% month-over-month growth and Freemium, Contact for Pricing, Free pricing. Hacktron records 125,526 monthly visits with -40.9% growth and Freemium, Paid, Contact for Pricing pricing.

The security brain that keeps AI coding agents inside your rules
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | cybedefend.com | hacktron.ai |
| Pricing Model | Freemium, Contact for Pricing, Free | Freemium, Paid, Contact for Pricing |
| Monthly Visits | 7.64K (7,642) | 125.53K (125,526) |
| MoM Traffic Delta | +2.09K (+37.6%) | -86.97K (-40.9%) |
| Primary Market & Share | 🇺🇸 United States (48.9%) | 🇮🇳 India (22.8%) |
| Direct Visits / mo | 2.62K | 34.81K |
| User Rating | 4.1 | 4.4 |
| Supported Platforms | Website | Website |

The security brain that keeps AI coding agents inside your rules
Intercepts dangerous commands and edits - raw secret reads, unscoped DELETE statements, writes to protected directories - before the AI agent is allowed to execute them.
Reviews each proposed change for SQL injection, hardcoded API keys, personal data leaking into logs, public cloud buckets, vulnerable dependency versions and compromised CI action tags.
Derives the review rules your senior engineers repeat from real code evidence, then requires human approval before a rule is enforced across every agent.
Builds a map of your services so the guard knows what callers, callees and downstream jobs an agent is about to affect before a line is written.

AI-native offensive security: continuous red teaming, white-box pentests, and PR review
Hacktron Red continuously attacks your entire organization the way a real adversary would, then shows you the breach path and helps close it.
Hacktron Whitebox reads your source code, proves each finding in a sandbox or against your deployed app, and produces an audit-ready report for SOC 2 or ISO 27001.
Every pull request is checked with your whole codebase as context, so issues are caught before they merge into main.
Only findings that can be shown to be exploitable are reported, verified rather than predicted.

SpecialistThe AI coding agent for building ambitious software
SpecialistThe AI coding agent for building ambitious software

The AI coding agent that turns ideas into shipped software
Cognition's autonomous software engineer that ships real pull requests

SpecialistThe coding agent that learns your coding taste
SpecialistThe coding agent that learns your coding taste
GenAI-native end-to-end QA agent that plans, writes and heals tests in plain language

SpecialistAll-in-one AppSec platform that finds and auto-fixes vulnerabilities
SpecialistAll-in-one AppSec platform that finds and auto-fixes vulnerabilities

SpecialistAgent orchestration platform for your whole software development lifecycle
SpecialistAgent orchestration platform for your whole software development lifecycle

AI security platform that finds exposures, proves they're exploitable, and ships the fix
AI security platform that finds exposures, proves they're exploitable, and ships the fix

Attack-led AI security testing and red teaming
Attack-led AI security testing and red teaming

Standardize LLM evaluation, observability, and red teaming across your whole org
Standardize LLM evaluation, observability, and red teaming across your whole org

Free / Open-sourceOpen-source AI code review you can self-host or run in the cloud with your own model keys
Free / Open-sourceOpen-source AI code review you can self-host or run in the cloud with your own model keys

Free / Open-sourceOne living index of your codebase that AI agents and pull requests can actually read
Free / Open-sourceOne living index of your codebase that AI agents and pull requests can actually read