Why it matters
A rage click, a 2am error spike, a customer Slack message — today each sits until a developer notices, triages, tickets, and writes a fix. PostHog is building a pipeline that collapses that chain: signal arrives, a background agent groups it with related errors and session replays, researches the codebase, and opens a
My takeaway: Self Driving Products: Product Signals to Pull Requests — Joshua Snyder, PostHog is an agent-security signal. The practical read is that autonomy, memory, tool permissions, and third-party integrations are the control surface that needs threat modeling and monitoring.