Articles from newsletter.posthog.com

Engineers can offload AI‑generated code review to agent pipelines, using multiple specialized reviewers and automated triage to reduce human bottlenecks.

Loops—self-prompting agents that autonomously complete long-running tasks using context and verification—are becoming viable due to model improvements and enable self-driving products.

PostHog shares lessons from two years building AI agents, urging teams to validate demand with simpler interfaces like MCP servers before committing to custom agents.

Engineering tools, skills, and identities are expanding into all roles driven by a feedback loop of powerful tools, LLM accessibility, and shifting professional identities.

PostHog argues that rapid product velocity creates an adoption bottleneck where user attention, not shipping capacity, becomes the limiting factor, and offers strategies to balance both.