Coding agents are quickly becoming part of day-to-day engineering work, but most people still lack visibility into what these agents are actually doing. Marius will share findings from Apollo’s research into tens of thousands of real-world coding agent traces: from direct security risks like dangerous commands, data exfiltration, and insecure code changes, to quieter failures like instruction drift, scope creep, and overclaiming. He’ll explain why coding agents should be treated as untrusted infrastructure actors, not just productivity tools. The talk will also show how Apollo is addressing these risks with Watcher, a real-time oversight and control layer for coding agents.
This talk has been presented at AI Coding Summit London, check out the latest edition of this Tech Conference.
