Shift your product into self-driving mode
You have a new pull request ready for review. (Yep, really.)
While you slept, PostHog dug through your product data, found what was worth fixing, and had agents do the work. All you need to do is hit merge.
Unlimited reports. Priced by pull request. 3 free each month.
How a product improves itself
Notable things happening in your product
A signal is a single observation about your product. Signal sources are the pipes that produce them:
Error tracking
Exceptions and stack traces grouped into issues
Session replay
Dead clicks, quick backs, long stalls
Scouts
Scheduled agents with durable memory
External tools
Zendesk, Linear, GitHub issues
…then it loops
Every change ships with the instrumentation to measure it – the agent adds the events, feature flags, and experiments as it goes. After it merges, PostHog checks whether the metric actually moved. If it didn't, that's a new signal (and the change can be rolled back).
SignalResearchReportPRShipMeasureThe self-improving loop
PostHog agents run on their own, but don't run wild
Self-driving is autonomy from instruction, not from you. Agents work in the background without you prompting them to make progress, but nothing ships on autopilot.
- It's stuck in a sandbox. Work happens in the cloud, nowhere near your repo. Agents follow your branch protections, CI, and review rules.
- The work can't merge itself. Nothing reaches production until a human clicks merge. Robots don't touch the big green button.
- PRs > Issues. Raw signals are deduped and clustered into reports. Actionable ones become PRs. You only pay for real work completed.
- Your secrets are safe. Literally, and so is your code. Private repos stay private, and so does your data. (We're training AI models, but not on your code.)
It runs on the data you already have
Your product is a context goldmine. Self-driving puts that data to work. The more sources PostHog can see, the sharper the fixes get.
Works in your workflow
The same Inbox and agents show up across four surfaces (everywhere you go, there's PostHog).
PostHog web app
The full product in your browser. Explore your data, review proposed work, and dig into the evidence.
PostHog CodeBeta
A desktop app for driving parallel agents to edit your product. The same Inbox and reports live here.
@PostHog brings PostHog into Slack channels. Route reports to the ones each team already watches (hedgehog mode not included).
Look ma, no hands! Pull self-driving context into other tools, and pull context from your other tools into self-driving.
Build in public (with the whole team)
Self-driving isn't only autonomous. Some fixes are better hashed out by three people in a thread.
Work through a report or PR with collaborators in Slack. Add context, steer the agent, and decide what ships.
Each report arrives tagged P0–P4 by impact, so the channel sees what needs attention now and what can wait.
Suspiciously chill for how much it's doing
It builds what you spec
This is what you're used to (you set the spec and the agents do the work). Prompt a task from PostHog AI, PostHog Code, or the Slack app, and agents build it.
Full product context – Understands your users, not just the diff it's editing.
It acts on your data
This is what the Inbox is for. It watches the data you already have in PostHog and turns anything worth acting on into a researched report, often with a fix attached.
Always on – Reads logs and tickets for fun. Sick, honestly.
It looks for work
This is where it gets good. Scouts dig through your data and flag problems you haven't thought about (yet). Your product improves everywhere, every day.
Remembers everything – Including that. Especially, that.
So, what's left for you?
Work lands while you sleep. You wake up to diffs and reports waiting for review. Then what?
You're (still) the driver
Like a Waymo, a self-driving product doesn't decide where you're going (it just makes getting there easier). You choose where the product goes next.
Skip to the good part
Somebody's gotta clean up around here. Turns out it doesn't have to be you. Bug fixes and maintenance work land in your inbox. Hit merge and move on with your day.
Outship everyone
Product capability used to scale with headcount. Now it's handled (without adding any). A small team with self-driving can outship companies 10x the size.
Set up your InboxBeta
Install PostHog, then run the wizard – it turns on your signal sources, connects GitHub, and sets up your scouts. Your first reports start landing in ~20–30 minutes.
New to all this? Read the self-driving docs.
