Introducing Hacktron Review: an AI security reviewer for your pull requests. It understands your whole codebase, builds a threat model, takes your feedback, and catches exploitable vulnerabilities before they reach production. Try for free:

Hacktron has already uncovered critical 0-days in Next.js, oauth2-proxy, and Metabase. Under the hood, Hacktron indexes your codebase, builds call graphs, and constructs a threat model, similar to how an expert human security engineer builds a mental model of your system.

Agentic software engineering has expanded the attack surface. Security needs to keep pace. Hacktron finds real issues across the languages, frameworks, and application types that teams rely on — from web apps to native software, and from business logic flaws to supply chain risk.

Hacktron behaves like a security engineer, getting sharper with every review. Triage comments and project context, including .hacktron/rules.md, help Hacktron understand your attack surface and threat model, so reviews become more specific to your codebase over time.

Hacktron automatically closes issues once they’re fixed, keeping stale findings out of your backlog. It sends real-time alerts to Slack, and creates Linear tickets so remediation fits into the workflow your team already uses.

Don't believe us? Try it free for 14 days at and see what Hacktron finds in your codebase.

Perfect timing!

@LiveOverflow Is that @LiveOverflow 👀

@LiveOverflow yepp!!!!

@zeyu1337 Mythos be shaking

this is v cool!

This is huge! Congrats @zeyu1337 and the @HacktronAI team!

much needed right now

firee

Cool

orz

🔥🔥

An AI reviewer that builds a threat model of the whole codebase instead of pattern-matching diffs is the right call - most AI security tools stop at the lint layer. Congrats on the pre-seed, come show it off on @techimpactTV -

Wow, an AI that actually reads the whole codebase and spots threats before they slip into prod—feels like having a vigilant security buddy!

@rfleury please...just say it