Hacktron raises $2.9M to automate security testing with AI

What's the deal? Hacktron, a cybersecurity startup, has raised $2.9M in pre-seed funding to build AI-powered security testing that runs on every code change. The company aims to embed automated penetration testing directly into the software development pipeline, catching vulnerabilities before they reach production.

Why now? The explosion of AI-generated code is dramatically increasing the volume of software being shipped — and with it, the attack surface. Traditional security testing is slow, expensive, and typically happens only periodically, leaving gaps that widen as development cycles accelerate.

Companies increasingly adopt continuous deployment, pushing code changes multiple times a day. Manual security audits simply can't keep pace.

What could go wrong? The application security market is crowded, with established players like Snyk, Veracode, and Checkmarx already offering automated scanning tools. Hacktron will need to prove its AI-driven approach delivers meaningfully better results than existing solutions.

There's also the inherent risk that AI-powered security tools generate false positives, creating alert fatigue and slowing down the very development workflows they're meant to protect.

The signal: Hacktron is entering a space where incumbents like Snyk and Veracode are already at the late growth stage, meaning it must carve out a distinct niche rather than compete head-on. Its focus on autonomous AI agents for vulnerability hunting and remediation — rather than traditional static or dynamic scanning — suggests a bet that the next generation of application security will be agentic, not just automated.

Read more: benzinga.com