We spent a month targetting AI security agents at our own code.
We are a security company. Composition analysis, vulnerability scanning and secret detection already in CI.
The agents found high-severity bugs anyway.
Observability of agents is one thing; extending and governing their behavior is another. Take a look at our current thinking on what session collection will look like in this write-up by our core engineer @javirln
Meet the Chainloop founders @danlishka & @migmartri
at #BlackHat2026
Ask us for a demo! We will show you how we sandbox AI agents on-prem, govern AI coding sessions, and put vulnerability triage on autopilot: our AI agents assess the risk and open the fix PR, on your terms.
If you are interested in what we are building re AI-Governance at Chainloop take a look at this article. AI adoption visibility through AI Coding Sessions and Session Alignment Scoring, enforcement through policies, compliance through controls.
chainloop.dev/blog/ai-coding…