Changelog

Notebooks are a new completely free feature launched alongside the new PostHog 3000 update. Think of them as an ever-present place to collect data, explore it, add context, and share with others. You can also keep notes in them.

Notebooks exist mainly in PostHog 3000’s new sidepanel, where you can also access in-app documentation and support. They’re a place to keep track of tasks and ideas, to investigate issues, to drag-and-drop data, and to collaborate with colleagues.

There’s no limits to how many notebooks you can make, and you even rely on in-built version history to make collaboration easier — though we block multiplayer editing to keep things simple.

Notebooks are free but that doesn’t mean we don’t have a lot more planned for them — so check out the full announcement, visit the docs, or try them out and let us know what you think today!

Today, after a beta for 50% of users, we’ve rolled out our brand new look. We call it PostHog 3000. It’s a complete overhaul of our UI, bringing with it a number of new features, and laying the foundation for further iteration in the future.

The core idea has been to redesign PostHog to work better for engineers by reimagining it as a developer tool. You can find out more about what that means exactly on the blog, but in short...

• Keyboard navigation and new command palette
• Improved data density and dark mode
• Updated navigation and new sidebar
• Improved search and in-app docs

Ready to give it a go? Login to PostHog to see the in-app welcome message and get more information on what’s changed.

We've launched a new beta to help you get even more value from product analytics - business intelligence (BI) visualizations!

BI in PostHog gives you a way to analyze and chart both your normal PostHog data and imported business data. You can import data such as revenue, and chart that against datapoints, such as sign-ups.

Right now all of that data is queried using HogQL, but that may change as we work through our roadmap. Let us know what you think!

We've now enabled PostHog Unwrapped for a limited time, so you can check out what your PostHog usage says about you this year.

Yes, it is like Spotify Unwrapped. Except we tell you what sort of hedgehog you are, and don't shame you for listening to Meat Loaf's entire backcatalogue on repeat. All day. Every Friday.

Check out your PostHog Unwrapped today, whether you're on the US Cloud or EU Cloud!

We've added a new option to the surveys tool, enabling you to display discreet widgets within your product by pinning a tab to the side of the screen. These are great for collecting feedback during beta phases, or giving users the option to send you responses at any point.

You can create widgets based on your own custom buttons or pre-built widget styles, so they're flexible enough to work in most products.

Widgets are technically still in beta while we continue to work on them. Let us know if you have any feedback!

We've added a new option to user surveys so that you can give users an open-ended 'Other' field when selecting responses in a single-choice survey.

Open-ended choices are especially helpful for capturing detail on edge-cases, for example when a user can't give a response that covered by another available option.

We're considering adding an option to choose an environment, and sync feature flag definitions between different environments.

Multi-project feature flags make it easier for you to duplicate feature flags across different projects. You can copy a flag to any project you have access to using the new 'Projects' tab in the feature flag tool.

This is useful if, for example, you need to test a flag in a development environment before rolling it out to production. The copy feature ensures that the flag is consistently and correctly transferred to your target project without errors, so you can continue to use it there.

You can now tailor user surveys in more detail by customizing the button on a per-question basis, rather than across the entire survey.

This is especially helpful if there are contextual messages you want to build into a survey prompt, or if you're building long surveys with some nuanced questions.

Improvements to the user surveys tool continue to come thick and fast, and we've now added the option to remove confirmation messages from your surveys entirely.

There are lots of reasons to keep confirmation messages. You can use them to give users an important call-to-action, to deliver an incentive you've offered, or you can just use them to be polite and say thanks. For long surveys you may want to eliminate them to keep things breezy, however - and now you can!

Our small-but-mighty growth team has released a massive update to the in-product onboarding seen by all new users.

Biggest change? We no longer assume everyone wants to get started with product analytics, given there are so many other tools to choose from.

Instead, we ask you to choose what you want to set up first and tailor onboarding to that priority. For example, we'll only show you SDKs and instructions available for that specific tool.

We've redesigned the PostHog toolbar to better fit with the rest of the PostHog UI and to be less obtrusive when you're creating actions or inspecting elements.

The new toolbar has all the same functionality of the old design, but it looks a lot nicer.

The focus on the toolbar is the first part of some UI work we're preparing that will make PostHog even easier to use and create a higher density of information. We plan to start rolling the UI changes out in the coming weeks, so stay tuned for more information - or follow us on Twitter/X for occasional sneak peeks!

Team Pipeline is making some changes which may impact users self-hosting PostHog. Users on PostHog Cloud (US or EU) are unaffected.

The specific changes are:

• We've removed plugin-contrib and updated all apps which use it, meaning any attempts to import it may fail.
• We've removed exportEvents, as all apps which use it have been replaced with batch exports.

If you're on a self-hosted instance of PostHog we recommend the following steps if you need to upgrade:

1. Update to this commit that has composeWebhook ability.
2. Update all official PostHog apps via the apps management page. If you installed with an unofficial URL you can either update the URJ in Django admin or uninstall and re-install the app.
3. Update any non-official apps to use composeWebhook instead of exportEvents, onEvent, and the plugin-contrib buffer.

Only after these steps are completed should you update past either of these two PRs.

You can now opt-in to the public beta of our new web analytics product, which offers a Google-Analytics-like experience within PostHog. We strongly recommend adding PostHog to your marketing site, if you don't already.

Web analytics is still in the early stages, but the beta already offers...

• High-level summaries of visitors, views, sessions, durations and bounce rates
• Snapshots of the most popular pages, browsers, paths, referrers and UTMs
• A map of where users are, which can be focused down to regional levels

Our goal is to build a low-cost web analytics tool that helps teams measure their acquisition strategies and content performance. It will play nicely with other PostHog tools, and be especially useful for marketing teams looking to replace Google Analytics 4.

We still have many more features planned, but if you're ready to dive in then enable the beta and start sending us feedback today!

After a huge amount of work from Manoel, we’re excited to release new versions of our Android and iOS SDKs in initial preview states.

The Android SDK has been rewritten in Kotlin and is available as a beta, while the iOS SDK is rewritten in Swift and is currently in public alpha.

Despite being in preview state both SDKs already feature all of the functionality of the previous versions, as well as a handful of new features. Both SDKs already support feature flags and flag payloads, for example, as well as flag callbacks for reporting on when a flag is loaded.

Additionally, the iOS SDK now also supports other Apple OS’, such as WatchOS. Plus, even in preview state, both SDKs are leaner and more efficient than their predecessors!

Head to the Android or iOS repos for info on how to get started while we move them forward to release!

We've made several improvements to the way we list session replays, ultimately making the process up to 40x faster for users who have many distinct IDs.

According to Team Replay, when you're trying to make performance improvements the solution is always one of three things: do it faster, do it less, or stop doing it. With this improvement, the team opt to just stop querying the entire list of distinct IDs when populating the list because they ultimately aren't useful in the front end anyway.

Team Replay has now added support for what they call 'nifty' characters in session replay search.

More technically, they've added Unix-style extended search options so that you can now use characters such as ^java, !ruby, and =scheme to specify prefix exact matches, inverse exact matches, and exact matches respectively.

We've added a full description to the session replay search tooltip, but the end result is that it's now easier than ever to find the session replays you need when debugging issues.

We hope you never have to see it, but in an instance of us using our own tools to make PostHog better, we've now added a survey to our unsubscription flow for you to share feedback with.

We created the survey using the API survey option, which enables us to programatically fill product fields. Whenever a survey is completed we use our Zapier integration to send it to our internal Slack group, so everyone can see it.

In June we launched the public beta of our user surveys tool, enabling you to ask questions with an open text field. Now, the beta is over and we’re introducing new pricing for PostHog surveys.

This release is the culmination of several months of focus from the Feature Success team. Since starting work in June they've added features such as emoji surveys, multiple choice questions, wait periods, templates, a visual redesign, and much more!

The launch also means PostHog is now a truly all-in-one product improvement stack. Need to gather feedback, test changes, deploy features, observe behaviours, or measure results? PostHog does all of that.

Looking for inspiration for your first user survey? Check the survey docs to find out what's possible, or dive right in and try one of the built-in templates!

Debugging issues is tricky enough, so why make it harder? We've just added the ability to filter session replays by the text in a captured console logs, so it's even easier to find relevant errors and glitches manifesting for users.

We've added a query debugger to PostHog. It isn't strictly intended for external use and is somewhat hidden, but we're announcing it anyway because we love transparency.

The query debugger is only available directly via app.posthog.com/debug and enables you to run HogQL queries and compare run times. It also generates the ClickHouse SQL version of the query alongside the HogQL version, and offers a breakdown of where time is spent.

Internally, we'll use this to debug queries and find opportunities to improve how HogQL works. For everyone else, it's just there if you want to indulge your curiosity.

We've added new survey templates as we prepare to move out of public beta and into general release. These will help you quickly set up surveys along industry best practices, and there are six available currently:

• User interview survey, for quickly scheduling feedback calls
• Net Promoter Score survey, for figuring out your NPS
• Product Market Fit survey, based on Superhuman's best practices
• Customer Satisfaction Score survey, for collecting CSAT results
• Customer Effort Score survey, which work well for churn analysis
• Customer Churn Rate survey, for finding out why users leave

Each of the survey templates is immediately available, and can be customized to match the look of your brand.

After a lengthy refactor, we've now added the ability to filter session replays by groups. It's available in the advanced filters option from the main session replay view.

Filtering by groups should be transparently useful. The most common usecase will be if you're a B2B product and you want to look at how users in a particular company are behaving. That's one of the main ways we use it, at least!

As PostHog surveys march inexorably closer towards launch, we've given the default survey styling a makeover so that you can more easily create professional surveys for your users.

Don't worry, you can still customize how surveys appear and modify them as much as you wish if the new look doesn't appeal to you.

We are building a Surveys product so that you can collect and analyse qualitative data alongside quantitive data.

Notebooks support many different use cases: Make notes on recordings, add insights and comment on them or quickly jot down random observations while looking at data in PostHog.

Increasing retention of session replay recordings from 21 days for everyone.

Session replay will now be 30 days for everyone but 90 days for paid users.

Adding clear descriptions to your insights, dashboards, definitions, surveys, cohorts, and playlists can help you keep data organized as you scale. We've now added Markdown support to these descriptions, so you can do even more with them.

You can now format long descriptions better to make them more readable, for example, or add links to other insights and resources. Want to add a Rick Roll video to your event definitions? Sure, you can do that too!

For the past few weeks, the Monitoring Team has been working on a project to move all session replays out of ClickHouse and into blob storage. We've been calling this project Mr Blobby.

The main benefits of moving replays into blob storage is that it's faster to read from and cheaper to store. These efficiencies mean we're increasing our replay retention period from 21 days to 30 days for all users, and to 90 days for paying users.

A side-effect of this change is that users with deprecated self-hosted instances will lose access to old recordings if they adopt this change, and will no longer be able to store session replays in ClickHouse. If you want to avoid this, you'll need to stay on a different commit. Check the docs for details.

Mr Blobby has already been rolled out for all users on PostHog Cloud, so check out your session replays to see it in action -- or head to the docs for more information.

Net Promoter Scores (NPS) are one of the most common survey types. They're useful for gauging product-market fit, enabling you to group users into defined categories of Detractors, Passives, or Advocates, and to score your product on a defined -100 to +100 scale.

Because they're so useful and so widely adopted, we've now added automatic NPS calculation into PostHog's surveys!

Now, whenever you create a new survey using a 1-10 question type, we'll automatically convert the results into an NPS score that you can track over time.

Batch exports are now available for all users, and support three export destinations - with more to come in the future.

Batch exports are a way to schedule data exports to supposed destinations. Currently supported destinations include S3, Snowflake, and BigQuery.

Built on Temporal, this new approach to data exports replaces the old export apps for these platforms, which have been deprecated because the new system is both more resilient and more efficient.

Batch exports can operate in two ways: batch runs, or historical exports. A batch run is an export which is completed at a pre-set frequency, such as every hour or every day at a set time. A historical export is an export of existing data completed as a one-time event. Offering both versions makes the batch export system useful for both maintaining other destinations (such as a data warehouse), and for getting data out for more ad-hoc tasks.

Batch exports are currently in public beta and under active development. We're still adding new destinations and making improvements. You can follow the mega-issue to keep up to date with out progress!

Want to give it a go? You'll find batch exports available under Browse Apps in PostHog!

At PostHog, we like to keep things like the days of the week simple. A week starts on Monday, and ends on Sunday.

Not all people feel that way though, and if you're one of them then you'll appreciate that you can now invert the flow of time itself set weeks to begin on a Sunday.

If you'd like to make the switch, head to the Date & Time section of your project settings.

You can now edit breakdowns using HogQL, our language for interrogating data in PostHog (it's a translation layer over SQL).

There are lots of reasons why editable breakdowns are helpful, but number one is if you're using HogQL to breakdown insight results in more detail, or want to breakdown by multiple properties. Head to the HogQL docs to find out more!

You can now delve deeper in feature flag usage and discover session replays where users interact with a flag by implementing our <PosthogFeature> React component. Or, if you're not using React, you can implement it yourself!

Whichever method you use, this enables autocapture for PostHog feature flags and enables you to better gather data on how users interact with flags. It makes it much easier to discover relevant replays, or to target users who have interacted with a flag with additional feature flags, or surveys.

The Feature Success team has now added a much-requested feature to the surveys tool, enabling you to limit surveys from displaying to users repeatedly.

You can now specify a wait period to control how often users should see a survey in your product, or simply disable the wait period to have surveys show as soon as users match targeting. It's a major update for the surveys feature, and one which ensure your users have the best experience.

We've made some tweaks to the user interface for our Insights tool, moving some of the visualization toggles into a new dropdown menu.

The result is that the interface overall is less cluttered, as we've moved options such as 'Show values on series' into a new Options menu. At the same time, everything is still only a click away.

We've made it easier to explore large tables in PostHog without exporting them by automatically adding a sticky first column to any table larger than the current window. It's especially helpful for funnel breakdowns, where you may want to see conversion changes based on the broken down property, such as URL.

The surveys beta continues to march ahead with new features, and this week we've released an entirely new survey type: multiple choice.

We think multiple choice surveys are especially useful for getting quick user feedback that can still be examined at the aggregate level. For example, you could ask users which of your features they value the most, or what they think you should prioritize.

PostHog is now available as a Raycast extension, enabling you to open the app, search for projects, persons, feature flags and cohorts all via the Raycast launcher. You can also jump straight to specific parts of PostHog, such as session replays or feature flags.

We've noticed that users sometimes want to ask us questions directly, whether it's asking about our approach to marketing, finding out how we use PostHog internally, or just asking James and Tim for startup advice. Usually those questions arrive via email or Twitter X, which means they quickly disappear to other users.

That's why we've now added optional 'Ask me anything' sections to community profiles for the PostHog team. Now you can directly ask Joe about product marketing, James for Y Combinator tips, or David about his latest projects.

We introduced A/B testing in February 2022 as part of PostHog 1.33.0, and multivariate feature flags in October 2021 as part of PostHog 1.29.0. Now, the beta is finally over for both and we’re introducing new pricing for these features.

As always, we’re offering a generous free tier and have structured billing around usage, with no base rates or fees, and per-call pricing that gets cheaper the more you scale:

In addition, we’ll stop charging for 'Feature Flag Called' events, further reducing your per-event analytics bill. As always, you can check your bill in the app.

We will honor any annual contracts for existing users and have an extended free allowance for users who participated in the beta as a thank you for the support.

Feature flags and A/B testing have both undergone a lot of work during the beta program and have benefitted from features such as JSON payloads, flag resiliency, and even new libraries - and this launch will help us continue to invest in making them even better!

As we continue to roll out more betas, we've changed the name of our 'Enable Beta Features' section. It's now called 'Feature previews', to help distinguish it from the Early Access Management feature which enables you to run your own betas.

Not the biggest update ever, but an important one if you want to find where all our latest features live.

You can now create new types of surveys with the Surveys beta, including the emoji and numerical rating surveys. Each can be used on two different scales, so you can tailor the amount of detail you ask users for.

Emoji survey types are useful for quickly checking in how satisfied users are with your product, while numerical surveys are especially helpful for Net Promoter Score (NPS) surveys. You can also continue to use the text input survey for requesting detailed information, or the link survey type for arranging user interviews.

Surveys are now available to all users by default, so please let us know what you think!

The chart above, which shows the load time in milliseconds before we show a list of replays, reflects the benefit of our ongoing work to stop storing session replays in ClickHouse.

Instead, we now have a table that uses an aggregate merge tree table to store a fraction of the data of the old table. We use this to query a lot faster when loading session replays - it's one of many things in our ClickHouse manual which we've been applying to the replays product over time.

Until now posthog-js has used a custom UUID format that's hung around since the early days. It was slow, so it had to go. Now, we're switching to the new version to make posthog-js a little bit faster. Up to two seconds, in one of our tests!

Paul D'ambra is the engineer responsible for this update, and he admits the news is 'pretty dull'. Nevertheless, if you're at all dependent on our old UUID format then you can reset back to the original standard, or get in touch directly for advice.

We love talking to users because they tell us ways we can make PostHog even better. This latest update, for example, came from feedback that a user wanted to see the active time available on a session.

So, we added a new option to the session replays filter which let you see just replays that have a set active duration - that is, replays where the user is actually doing something.

Want a sneak peek at why we went with the solution above? Check the PR to see Paul D'ambra work through a few variations.

As our feature flag product prepares to emerge from it's long beta, we've added two new advanced configuration options to help ensure you can use the general release in the way you need.

• You can now disable decide requests for feature flags completely. This means your frontend won't make feature flag calls, but other features which need to make these requests (like autocapture) work as expected.
• You can now disable feature flags on first page load. This is helpful for avoiding multiple feature flag requests when they aren't needed, as you can send the right properties from the start.

If you've not tried the feature flags beta, you can still take a look before the full release - or just check the docs for more info!

You've been able to share insights publicly for a little while, but they previously displayed as generic links and preview images. No more! We've now added Open Graph image previews to publicly shared links, complete with customization options.

The major benefit here is that it makes it easier to share results with users who don't have a PostHog account, but it also means you can add data to social previews if your team works in the open like we do.

PostHog has two types of cohorts. Dynamic cohorts update automatically based on a series of defined properties, such as 'Users who have logged in in the last four days'. Static cohorts are straightforward lists of users which do not update over time.

Occasionally you may want to create a static cohort from a dynamic cohort, for example so that you can target them with a survey or feature flag to address an error or include them in a beta. For this reason, we've added a new option to create a duplicate static cohort based on the current state of a dynamic cohort!

At PostHog, we only charge based on your usage outside of the genereous free tier. One of the recurring questions from new users is therefore: "How can I estimate my usage to predict my costs?"

There are a variety of things we already do to keep users informed about what their bill will be, including a billing page which shows current and projected usage per product. Now, we've added a new page to the docs to give you more even information and help you estimate usage before you even get started.

We've reduced our per-event pricing for Product analytics, and rolled out new separate pricing for the Group analytics addon.

Here's what's changed:

• We've reduced our per-event pricing for Product analytics
• We've added more pricing bands so customers who send more events pay less
• We've introduced per-event pricing for the group analytics addon

Old pricing

New pricing

Most paying customers will end up paying less, and those impacted will receive an email confirming this.

Existing customers who would have paid more under the new pricing will remain on our old pricing.

We think this is good news for everyone but, if you do have any questions, just let us know.

We've made a few tweaks to the way filters work in session replays, first of which is moving them behind a new 🔍 icon to make the very busy session replay interface a bit more manageable.

We've also added an entirely option to filter by console logs and only show session replays that include a specific console log type: log, error, or warn.

Filtering for console log types is obviously useful for debugging errors, but you can also add console log events to your product and quickly hone in on them too. Handy!

The Feature Success team has released a new beta which enables you to collect qualitative feedback from users by displaying surveys to your users. Then, you can analyze the results in PostHog!

Surveys are built on top of feature flags, so they can be targeted to users based on properties (like email addresses, or location), URL, selectors, or other feature flags.

We think the ability to target them based on feature flags is especially useful because it enables you to effortlessly collect feedback about your own beta features and experiments.

There are two ways to use surveys right now. The first uses a default styling and simply requires that you enable opt_in_site_apps: true in your posthog-js config. The second enables you to customize the UI component completely, for a most tailored experience.

Want to give it a try? Enable it from the in-app early access menu!

Sparklines! They're pretty, they've wavy, they're an excellent way to reveal patterns in very large data sets in a condensed and visual way. And they're now available in PostHog, thanks to HogQL.

You can use sparklines simply by setting them in a HogQL query. The image above, for example, uses the following query:

select sparkline(arrayMap(a -> cos(toSecond(timestamp) + a/4), range(100 + 5 * toSecond(timestamp)))) from events

If you're a fan of sparklines,share some pretty charts with us on Twitter to bag yourself a prize from our merch store!

Previously, you could verify event definitions to indicate that a particular event was the right/current one you wanted a team to use. Now, you can verify property definitions on those events too.

In a perfect world you probably wouldn't need to verify any definitions because you'd only ever track the right data, with the right titles. But this isn't a perfect world and, sometimes, you want to keep hold of old events and properties so you can compare historical trends. Verification is therefore a simple solution.

You can now customize exactly how long a session can run before it times out, if the default of 30 minutes of inactivity doesn't suit your needs. We've kept 30 minutes of inactivity as a maximum, but you can set it as low as 1 minute if your audience has a short attention span.

To customize your timeout period, just add session_idle_timeout_seconds: number to your PostHog-JS config.

HogQL isn't even a week old and we're already adding new features and ways to use it. You can now breakdown JSON arrays with HogQL, such as: arrayJoin(JSONExtractArrayRaw(ifNull(properties.$active_feature_flags, '[]'))).

HogQL is a translation layer over ClickHouse SQL that enables PostHog users to query their data using SQL. HogQL it offers a few advantages and customizations, including simplified access to event and person properties, like the autocapture element chain. It also automatically adds joins when you query fields with data on a different table.

In the public beta, you can use HogQL to do all sorts of things...

• Create custom breakdowns, including breakdowns using multiple properties
• Use HogQL to create advanced features, again using multiple properties
• Aggregate results in a funnel
• Create entirely custom SQL tables directly in PostHog

As part of this update we've also reworked all of our insights as JSON objects, and exposed the source for you to customize directly as another way to create new insights. And even that is just scratching the surface! Check the full announcement for more information on what's possible with HogQL.

Gone are the days of dozens of separate blog posts, or one mighty long blog post. We now have a chronological history of every important change and company event. You can filter by topic, or by the type of update to see the full history of what we’ve worked on, when.

We'd add a screenshot to show you what it looks like, but, um, you're already looking at it!

We’ve added new empty states to most areas of the product, including cohorts and feature flags. If you don’t have anything setup in a PostHog tool you’ll know get a little more information on what that tool does, a link to the relevant docs, and an easy way to get started.

Questions, like arrows, function best when they are aimed at a specific target. But sometimes you just want to let fly and analyze everything all at once with reckless abandon. So, we've added and 'All events' option to the insight builder to help you do exactly that.

Now you can get a feel for your overall event volume and narrow down to the correct events from there, rather than having to choose a target from the start.

Another project from our recent hackathon in Aruba, HouseWatch is now available to the public under an open source MIT license. We built HouseWatch to help us monitor and manage the large ClickHouse clusters which power PostHog. You can use it to...

• Get an overview of cluster load and performance
• Drill down into your queries and understand the load they put on your cluster
• Search through logs and errors
• Monitor and kill running queries with the click of a button
• Get stats on your disk usage per node, and understand how much disk space tables, columns, and parts take up
• Run your own queries straight from the interface to further dig into performance and cluster issues
• Setup operations to run in the background with automatic rollbacks for failures

And that's just for starters! Our ultimate vision is that HouseWatch can act as a pganalyze for the ClickHouse ecosystem, while also providing tooling for taking actions on insights derived from the analysis.

You can now use PostHog to collect net promoter score (NPS) ratings from your users. NPS is a metric for determining how satisfied your users are with your product, and how they contribute to word of mouth growth.

Interestingly, this site app wasn't built by our engineering team. It wasn't even built by an engineer. It was built by Joe, from our marketing team, who had never coded before joining PostHog. That's how easy it is to create a new app or integration for PostHog.

Early access feature management got it's start at our recent offsite hackathon and was intended to make it easier for us to accept users into our beta process, but we're also rolling it out as a feature for you to take advantage of in your own products. It's currently in beta.

Leveraging feature flags, feature management enables you to present an early access menu to your users so that they can self opt-in or out of betas and other early access features.

You can check the docs for more information, but we'd really love feedback about it too!

We've improved the detection logic for session replays so that we'll no longer capture sessions if the user is idle for 300 seconds (5 minutes) or longer. The idea is that you'll capture fewer sessions where the user isn't actually doing anything, though it may also mean we trigger resets of the session more often.

Basically, it's a balancing act and we'd welcome your feedback about it if you start to notice sessions ending prematurely, or a substantial increase in the number of recordings.

We've added a new way to aggregate the results of a funnel: by session. One possible use-case for this would be comparing funnel performance when aggregated by unique users and sessions, to understand if your users generally require multiple sessions to convert, or to get a feel for how 'sticky' your content is.

Sometimes, you may want to leverage feature flags against new properties that haven't been ingested yet, or resolve flags immediately without waiting for any ingestion. To enable this, we've added the option to set properties a flag depends on with calls such as the one above. There are other options, so check the docs for more info.

The trickle of projects from our offsite continues, with an update which improves hedgehog mode by giving Max a wealth of new clothes to try on. Why? Because!

The team at Ava Labs has contributed a new app which enables you to censor variables from any URLs passed to PostHog. It's especially helpful if you have security concerns around sensitive data embedded into an URL, as this helps you prevent that information ever being ingested. Check the docs for more information.

You may think that SOC 2 compliance is boring. And you'd be right. But that didn't stop our Infrastructure and Operations teams collaborating to bring it to PostHog, thereby fulfilling an important requirement for larger teams and organizations.

It also didn't stop our Marketing team creating some celebratory artwork inspited by Boyz 2 Men, either.

Feature flags are a staple feature for PostHog, but we've added a bunch of new ways to add them to your product this week, depending on which libraries you're using. You can now choose to see a payload, bootstrap, or local evaluation version of the snippet, making it easier to add feature flags to your app and start testing changes.

"I forgot that I meant to demo this," is how Paul D'Ambra announced this feature to the team. It adds an activity log for event and property definition edits in PostHog's data management tool. Confused by a sudden change in metrics? This will help you find out if it's because someone has tinkered with your events and defintions.

Our session replays look like video, but really we capture the DOM and make that look like a video. Engineer Ben White thought it would be 'a cool thing' to use the DOM for debugging. And, presto, we now have an explorable DOM mode.

This is still an experimental feature. Entering DOM explorer mode will give you an interactive snapshot of the site. Most things won't work (it's just a snapshot), but you can use Browser Developer Tools to inspect the content and debug faster.

Insight filters follow a declarative format which you can now view and edit directly. Open the insight editor by clicking on the {} icon next to the save insight button and you'll see the source for the current insight configuration. You can copy-and-paste complete or partial insights to build insights in new ways.

This is a beta feature, so find out more in the docs or drop us a request if you want to try it out!

We've updated the PostHog toolbar, which enables you to toggle feature flags, heatmaps and create actions right in your product, by taking some inspiration from hedgehog mode. Hit the '🦔' toggle to switch between the Classic and Hedgehog toolbars. Don't worry, you can still summon hedgehog mode separately from the the help menu.

We've made a change to the way we handle support internally in order to give you a better experience. In the app this manifests through a new 'Report bug / get support' option on the help dropdown, which opens the modal above.

Previously, we'd assign an engineer to be a Support Hero each week and they would mostly drop other work to focus on support. That worked well initially, but as PostHog has grown in breadth it's become harder for engineers to offer support outside of their usual focus. The new system automatically triages requests and assigns them to a Support Hero from the relevant small team - meaning our engineers can stay focused on shipping.

PostHog Tracks is a series of curated courses of tutorials and other lessons which cover common uses for particular roles, as well as general advice for all users - and it's constantly expanding!

At the moment PostHog Tracks groups many of our existing tutorials together into role-based themes, but over time we plan to add to these tracks and form more robust learning opportunities. Let us know if you have any ideas for what could be included.

Another hackathon project from our recent offsite in Aruba has just launched, called MaxAI. He's an open-source AI designed to help PostHog users and, as mentioned on Twitter, we built the first version in just two days.

Max is currently in beta, and is deployed into our user Slack so he can provide help to support questions. In the future, we hope to release him onto the website, and into the PostHog app.

You can check out the MaxAI repo README for a full explanation of how his AI works and how we trained him. The short version is that we'be built a vector database of context using Weaviate, we use Haystack to connect that to prompts and questions, then feed that to GPT using the OpenAI API.

Currently Max pulls information from our docs, our GitHub repos, and our Squeak questions. He can use these sources to answer questions about how PostHog works, what we're working on, how to solve common problems, and more. He can also write poetry.

Want to test him out? Tag @Max-AI in the PostHog Slack, or send him a DM!

We've not only created a wealth of new dashboard templates to help you get started, but a public library to help you navigate and understand them. You can now effortlessly build an AARRR dashboard, a Google Analytics-like landing page report, or a centralized location for your user research, as well as other typical use-cases. There are now more than 10 templates to choose from!

These improvements came out of our company hackathon, which took place at our offsite in Aruba. Every year, we challenge everyone to pitch ideas and then develop them over a short period and present to the rest of the company. This idea was proposed by our technical content marketer, Ian Vanagas - so be sure to let him know what you think of it in the Slack!

You can now track network performance across a user session. Now you'll be able to see not only what your users are doing, but also how long each action takes, and if there were any issues that may have impacted their experience.

Armed with this information, you can now get a better understanding of where you can improve the user experience and create a faster, smoother product — check the Session Recording docs to find out more.

We very strongly believe that autocapturing events is a good idea, but there are definitely situations when you may want to toggle it on/off – such as if you only want to ingest specific events.

In the past, if you wanted to toggle autocapture on/off, you'd need to access our JS snippet directly. That could be a bit of a pain, so we've added a new option for it in your Project Settings.

We've fully overhauled the PostHog navigation to make it easier to find the help you need, and especially make it easier to find feature-specific information and help for getting started.

Every part of PostHog now has it's own feature-specific hub page, and we've pinned important content such as how to get started with session recording.

To make it easier for you to keep up to date on what’s happening in PostHog, and to stay informed about our latest releases, we’ve added a new button to the help navigation. It’s called ‘What’s new?’ and it brings you here, to the changelog, so you can find out what’s new.

You can log into PostHog now to try it out, and be bought right back to this very paragraph!

We’ve added a detailed sampling selector which only works at the per-insight level. The idea is that, while lightning mode is useful for when you need answers in a hurry, there are other times when you may want to choose a more delicate balance between speed and accuracy. That’s where the sampling selector comes in.

As teased on Twitter last week, we’re currently trialing a new speed setting for PostHog which we call Lightning Mode. When enabled, insights will sample only 10% of your data, so you can get results faster when interrogating very large data sets.

Lightning mode is currently in beta. Want to give it a go? Drop us a line!

We always love adding user contributions into PostHog, especially when they have such a storied past as this one. In June 2021, we asked for contributions to our Flutter library, to extend feature flag support there. In August 2022, Etienne Théodore stepped up to the plate and took on the task. We were admittedly slow getting this PR approved, but can now happily say that our Flutter library includes feature flag support.

We want to make it easier and faster for users to find useful information in PostHog — dashboards are a key part of that because they’re often one of the first things users build. So, we’ve added a new selection of dashboard templates, as well as a new wizard that’s a little easier on the eye.

We’ve added a few simple templates to start with, for getting insights into areas such as online advertising, website traffic and user research. Got other ideas? Let us know!

The notification app has actually been available for a while, but somehow missed getting an announcement at the time. It’s part of the site apps beta, which enable you to add features to your site via the PostHog JavaScript library — in this case, adding a notification bar for delivering important messages. Check the docs for more info!

We've added a new element selector to the PostHog toolbar so that it's easier to create actions in some circumstances.

The new modal shows the HTML elements wrapping the selected element, so that your clicks build up a selection. Want to give it a go? We've updated our toolbar tutorial with instructions.

Our Product team decided to stretch their engineering skills this week and added a new React library which makes it easy to use product analytics and feature flags with React and Next.js apps. This is available in posthog-js from version 1.50.

You can now integrate PostHog using the PostHogProvider. PostHog then provides a bunch of hooks including usePostHog to access the initialized client, and the feature flag hooks useFeatureEnabled and useFeaturePayload. Checkout the React docs or the Next.js docs for more information.

We've updated our hedgehog mode, which you can access via the help menu in the app, to include some extra features.

You can now control Max (that's his name) using the WASD keys, and we've also added a physics engine to give him a proper sense of gravity and inertia. You can make him jump with W, or spin with S.

When we launched PostHog, we benefitted tremendously from the advice of other founders and teams in the Y Combinator program. Now, we’ve launched our own program to share our knowledge and help other startups grow.

PostHog for Startups is open to companies that are less than two years old and have raised less than $2 million in funding. In addition to a $50k PostHog credit, you’ll also get access to exclusive ‘Office Hours’ events, promotion opportunities and free PostHog merch.

Security is a big focus for us right now, as we work towards full SOC 2 authentication - and two-factor authentication is the latest element of that.

Want to enable 2FA? Head to your Project Settings to get started. You'll then get your own QR code like the one above (which, don't worry, is for a test environment) to set it up with apps such as Google Authenticator.

We’ve rolled JSON feature flags out to make feature flags on PostHog even more flexible and reactive than ever before. You’re now no longer limited to using strings as flag keys, and can also send arbitrary data as a JSON payload.

The ability to send arbitrary data is especially powerful, as you can use this to trigger UI changes for users — enabling you to make real-time changes to your product without the need to redeploy. Check the feature flag docs for more information!

Curious how we gather user feedback at PostHog? We've automated it using a User Interviewer app we built. The app enables us to target users based on their actions, cohort or properties, who we then invite to schedule an interview with our Product team via Calendly.

We find this works a lot better than trying to identify and schedule calls individually – we increased booking conversion from 3% to 16% using this app – so we’ve now made it available in the PostHog app directory.

You may remember our old newsletter, HogMail. Well, now it's grown up and moved to Substack, renamed as Product for Engineers. It's a twice-monthly newsletter about helping engineers to build better products. You can subscribe for free, today.

Every issue of Product for Engineers has a theme which we explore through curated links, original commentary, tutorials and advice about the way we work. The theme for the first issue? Talking to users.

We've realized a few problems of users' feature flags could occur when PostHog goes down. This isn't great for permanent feature flags as it causes things to break in unexpected ways & forces clients to think really hard about defaults, and to write code defensively. So, we made some tweaks and now our client libraries and APIs should 'just work', even if there's no error handling on the user's side.