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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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Array 1.43.0: Massive performance improvements! - PostHog
2023-01-16 · via PostHog's RSS Feed

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Need to update a self-hosted instance? Check the runbook docs for instructions!

PostHog 1.43.0 release notes

New: Performance improvements

Nobody likes waiting for results, so we've put a renewed focus into performance recently and shipped a huge number of improvements. Here are just some of the highlights:

  • Added ClickHouse 22.8 support and optimized expensive queries to be up to 30% faster
  • Updated trends queries to reduce cross-shard traffic significantly and speed up queries
  • Reworked dashboard cache refresh logic so dashboards are more up-to-date
  • Reduced dashboard API response size and deprecated the items field
  • Updated dashboard filters to use cached data instead of refreshing immediately
  • We no longer load dashboard data from redis twice and tiles are loaded in visual order
  • Improved query cancellation logic when navigating away from trends or dashboards
  • Improved Celery housekeeping tasks to require less ClickHouse resources
  • Prevented home dashboards from loading twice
  • Sped up the property filters modal

To unlock the full benefits of Celery updates on a self-hosted instance of PostHog, please run async migration 0008.

Last but not least, we now also have a ClickHouse manual where we gather information about the database powering PostHog.

New: Feature flag variant overrides

flag overrides

Ever created a multivariate feature flag, and wanted to show the control variant to specific users? Or, maybe you found a new cohort you'd like to add to the test variant? Now you can!

1.43.0 adds the ability to manually override variants via the flag edit screen. It's great for ensuring users get the intended experience, but is also useful for testing as it enables you to deterministically choose a variant, and test across client-side and server-side feature flags.

New: Export recordings to file

export recordings

Sometimes a recording can be so insightful, so important, that you think - "I want to keep a record of this forever." Well, now you can export any recording to a file and load it back into PostHog for playback in the future. Whether it is to commemorate your first sale or for compliance reasons, the tools are now in your hands.

New: Role-based access for feature flags

ff-roles

You can now create roles and group team members together, along with customizing feature flags access for team members! Having access control helps reduce accidental changes and ensures confidence when shipping a new feature.

New: Better insight searching

insight searching

We don't want searching for insights to be just functional. We want it to be a world-class, joy-sparking event! So, we've updated search to include the description field and any tags which have been applied.

This sounds like a small change, but it makes a massive difference for teams that organize data well and generate a lot of insights!

New: Show event/property counts in persons modal

persons modal

We've updated the persons modal that appears when you select a data point on a query to show event and property counts on that person. This is especially helpful for finding out who your power users are, as you can quickly scan to see which users have completed an event the most!

Improved: More experiment variants and improved flow

A regular complaint used to be that, if you made a mistake while making an experiment, you couldn't go back to fix it. Well, we fixed that so you can now:

  1. Restart a running experiment while keeping everything the same and using the same feature flag key.
  2. Change the main metric on a running experiment.
  3. Change the secondary metrics on a running experiment.

Finally, as a bonus, you can now have up to nine variants in an experiment, instead of the usual three!

Improved: Browsing recordings and creating playlists

Following up on our new playlists feature, we've improve the recordings UX to make browsing and pinning recordings as quick and intuitive as possible. You can now scroll the list of recordings independently of the player and creating a playlists of pinned recordings is much faster too!

Improved: Recording playback controls

We've revamped the recording seekbar to make it easier to find user activity at a glance, to show where tracked events occur and display what time you're scrubbing to.

Other improvements & fixes

You think that's it? Not by a long shot! Version 1.43 also adds hundreds of other improvements and fixes, including...

View the full commit log in GitHub for a full history of changes: release-1.42.4...release-1.43.0.

We'd love to hear anything you have to say about PostHog, good or bad. As a thank you, we'll share some awesome PostHog merch.

Want to get involved? Schedule a 30 minute call with one of our teams to help us make PostHog even better!

We always welcome contributions from our community and this time we want to thank the following people this month...

Want to build with us? Check out our contributing resources to get started. We have a list of Good First Issues for ideas on where you can contribute!

Open roles at PostHog

We're currently hiring for remote candidates in the following role:

Check out our careers page for more info about our all-remote team and transparent culture. You can also send a speculative application!

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(Sorry for the shameless CTA.)