Free Lesson

Self Driving Products: Product Signals to Pull Requests

Part of Become an AI Native Builder

60 min
Aug 11, 2026 12:00 PM
Virtual (Zoom)

In this video

What you'll learn

Spot product signals worth acting on

Recognize rage clicks, error spikes, and customer feedback as signals that can trigger agent-driven fixes.

Connect signals to context

See how agents group product signals with related errors, session replays, and supporting evidence.

Trace the path from signal to pull request

Follow the workflow from signal triage and codebase research to an agent-generated fix and ready-to-review PR.

Why this topic matters

Product signals often sit in dashboards, logs, and customer messages until someone notices, triages, and turns them into engineering work. This lesson shows how PostHog is collapsing that chain: agents connect signals to evidence, research the codebase, and open a fix—so teams can wake up to reviewable pull requests instead of another dashboard to monitor.

You'll learn from

Joshua Snyder

Joshua Snyder

Self Driving at PostHog

Colin Matthews

Colin Matthews

Head of Education, Lennys Newsletter

See all products from Colin