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Training our own AI models - PostHog From 270GB RAM to 5GB: Moving local flag evaluation from Django to Rust The best analytics stack for vibe-coded apps The do's and don'ts of minimum viable product marketing - PostHog The best MCP servers for startups, by workflow 4,063 errors closed without a human opening PostHog – here's what we learned - PostHog PostHog Code and the self-driving product - PostHog Why attacking your competitors online is dumb - PostHog The best real-time analytics platforms for developers, compared DuckDB vs ClickHouse: Why we use both at PostHog - PostHog PostHog's next chapter - PostHog Making Claude Cowork actually useful - PostHog PostHog vs Matomo in-depth tool comparison You're doing lifecycle emails wrong Untangling Tokio and Rayon in production: From 2s latency spikes to 94ms flat The best HIPAA-compliant A/B testing tools - PostHog A beginner's guide to testing AI agents - PostHog I hate the standup bot (so I built an agent to do it for me) - PostHog The best CDPs for developers, compared The best error tracking tools for developers, compared The best feature flag software for developers, compared 7 best session replay tools for mobile apps 7 best free open source business intelligence tools right now 7 best free and open source LLM observability tools PostHog vs LogRocket in-depth tool comparison The most popular PostHog alternatives, compared Open source (and self-hosted) session replay tools - PostHog The 9 best GA4 alternatives for apps and websites - PostHog PostHog vs Google Analytics 4 in-depth tool comparison How we built automatic clustering for LLM traces - PostHog The 7 best HIPAA-compliant analytics tools 8 best open source analytics tools you can self-host - PostHog The best product analytics tools for startups, compared PostHog vs FullStory in-depth tool comparison The best in-app survey tools for product teams, compared The 7 best mobile app analytics tools PostHog vs Hotjar in-depth tool comparison The 8 best free and open-source feature flag services - PostHog The 5 best free and open-source A/B testing tools - PostHog The best mobile app A/B testing tools, compared What is a feature flag? Feature Flags vs Remote Config vs A/B Testing PostHog is now available in Vercel’s v0 The best Heap alternatives & competitors, compared PostHog vs Heap in-depth tool comparison PostHog vs Pendo in-depth tool comparison PostHog × Vercel: feature flags, minus the plumbing Your logs' final destination is in GA. 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All the cool things we built at our Rome hackathon - PostHog
Ian Vanagas · 2022-10-06 · via PostHog's RSS Feed

As an all-remote team, we know how important getting together in person is (we’ve written about this before). Our

Product Analytics mini crest

Product Analytics Team

Product Analytics mini crest
Product Analytics Team (plus Luke, Annika, Cory, and Lottie) recently got back from an offsite in Rome – see also how we plan a killer offsite in 8 weeks.

The team ate a lot of pizza and gelato, refocused and aligned current work, ran 360 feedback sessions, and more (see our engineer Paul's summary thread here). On top of all of this, they had a hackathon and built a bunch of new things.

Team Rome

We are showcasing them here. Some are sneak previews, others are works-in-progress, and they’ll likely change. We wanted to give you an idea of what our team actually does at an offsite hackathon, so here's what they built.

Have you ever wanted to add floating pineapples to every page on your site? Marius worked on a way to make this dream a reality. More specifically, he built the ability to inject code into your page through posthog-js.

Pineapple mode

To do so, PostHog app developers add a web.ts file with the code they want to inject through PostHog into their app. This enables them to add features like notification banners and custom forms (or pineapples).

Read more details in the PR here.

As a more serious example of what the frontend injected apps look like, Marius and Luke built a feedback app.

The feedback app is injected into your site through PostHog. It can be modified quickly by changing the web.ts file, without having to ship changes to your site. On your site, it takes input from users and delivers responses to their own tab in PostHog.

Feedback app

You can find the first PR for the feedback app in PostHog/feedback-app pull request #1.

A problem some PostHog users face is others changing their carefully crafted insights and feature flags. They can mess these up or completely ruin them, and the original creator wouldn’t have any idea. Worse still, users could delete them without notice.

To limit this happening, Paul worked on “FaceHog”, a notification log of changes to insights, dashboards, feature flags, and experiments you have created.

Facehog

Now if your evil twin decides to change or delete your insights or roll out your feature to more people, you’ll get a notification.

You can find more of the details in the PR here.

The person page currently shows properties, events, session recordings, and more all in separate tabs. Michael and Cory felt it would be better to see all of that data at a glance. They designed and built the person feed to help achieve this.

Person feed

The person feed is a chronological feed of a person’s behavior. It amalgamates sessions, recordings, events, and properties onto one page. PostHog users can see the events that constitute a session along with a session recording if it exists. They can see the properties of the person in the sidebar as they go, giving them context on that person's events.

Potential future improvements include pinning the most relevant property fields. This feature is still a work in progress, but you can see the draft PR here.

To increase the amount of fun in PostHog, Ben and Lottie worked on Hedgehog mode. Hedgehog mode spawns a hedgehog to hang out and walk around on your page. Internal testing shows it helps meet important team KPIs like increased joy, lower stress, and more hedgehog thoughts.

Hedgehog mode

Some day the hedgehog might help you identify popular areas and potential areas for creating actions, but for now they are just hanging out. See the PR here.

One outcome of the offsite was a new focus on nailing data exploration. The team felt they had good data visualization tools, but not enough for data exploration. For example, it is difficult to move quickly between different types of data (events, persons, groups), often requiring recreating the same filters for multiple queries.

Many of the projects related to this objective (on top of being fun and sparking joy).

Rome offsite team

We like to be transparent with what we build. The details are found in the linked PRs as well as more expansively on the teams page in our handbook. We do this because we value feedback a lot. For example, users have been asking for better data exploration tools, which helped it become a priority.

If you have more feedback about your use cases or what we're planning to build, let us know on get in touch or raise an issue on our repo.

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