Beyond Bug Bounties: How Gecko Security is Redefining Code Security

Security testing has long been a bottleneck in software development – expensive, time-consuming, and often ineffective. When we first encountered Gecko Security, what stood out wasn’t just their technology, but their pragmatic approach to solving a persistent problem in modern software development.

The founding team brings substantial credibility to the table. JJ’s background as a security researcher for the UK Intelligence, combined with Artemiy’s expertise in multi-agent systems and reinforcement learning from Imperial College London, created a foundation for tackling security challenges at scale.

Their technology merges LLM agents with program analysis tools used previously in government research. While this might sound technical, the real innovation lies in how Gecko makes these sophisticated tools accessible and practical for everyday development teams.

What’s particularly compelling is Gecko’s ability to not just identify vulnerabilities but also generate exploits and fixes. The platform deploys multiple AI agents that work together to create, test, and refine security patches, significantly reducing the engineering hours typically spent on security remediation.

The market need is clear. Current security tools often frustrate development teams with high false-positive rates and an inability to detect complex business logic vulnerabilities. Gecko addresses these pain points by verifying each vulnerability with a proof-of-concept exploit and providing ready-to-implement fixes.

Their approach integrates security testing directly into the development workflow, running comprehensive checks at every pull request. This transforms security from a periodic audit into a continuous process that catches issues early, when they’re least expensive to fix.

The team’s technical expertise is backed by concrete achievements – over $100,000 in CTF and hackathon winnings, and experience developing security solutions for national infrastructure. These credentials translate into a deep understanding of both offensive security and practical development needs.

Gecko Security isn’t just building another security tool – they’re addressing the fundamental challenge of making security testing both thorough and efficient. In a landscape where security threats are becoming increasingly sophisticated, their approach represents a significant step forward in making robust security testing accessible to development teams of all sizes.

Visit Gecko Security at https://gecko.security.