Topic

PostHog Feature Breakdowns

15posts

Diagram of a growth decision loop from next-lever decision to intervention, action, and validation, linked by an implementation evidence chain for revenue, identity, attribution, event data, and QA.

Aug 26, 202618 min

PostHog Implementation for Growth Lever Teams

A useful PostHog implementation is not an SDK installation or feature tour. It is a decision system connecting business-aware events, identity, acquisition, revenue, experiments, and QA so a growth team can identify a lever, act on it, and validate the result.

Infographic tracing a PostHog audit from ad click and campaign UTMs through identity, behavior events, revenue reconciliation, attribution, ROAS, and decision trust status.

Aug 19, 202627 min

PostHog Audit: 12 Checks Before You Trust the Data

A PostHog audit should prove more than event delivery. These 12 checks follow the full measurement chain—from ad click and identity through event semantics, purchase value, attribution, ROAS, and production governance—so you know which decisions the data can safely support.

Jul 16, 20264 min

Read Loaded PostHog Feature Flags Without Exposure Events

PostHog’s JS web SDK now includes getAllFeatureFlags(), which returns every currently loaded flag in one call. Each flag includes its key,…

Graphic reading "Use the PostHog Skills Store to share agent workflows," with an open box, light bulb, and frog holding an "UPDATE" sign.

Jun 19, 202617 min

PostHog Skills Store: Share Agent Workflows Across Teams

Most teams already have useful agent workflows. The problem is that those workflows often live in one person’s local skill…

Illustration of a notification bell and UPDATE sign representing PostHog per-pipeline data pipeline error notifications

Jun 5, 20263 min

Per-Pipeline Error Notifications in PostHog

PostHog added per-pipeline notification settings for data pipeline errors. This is an alerting-quality update. It gives teams a more precise…

PostHog update graphic showing X and Y axes and a frog holding an “UPDATE” sign, with the text “CUSTOM AXIS LABELS FOR POSTHOG TRENDS CHARTS”.

Jun 5, 20264 min

PostHog Trends: Custom Axis Labels for Clearer Reports

PostHog trends line and bar charts now support custom X-axis and Y-axis labels. That may sound minor, but anyone who…

Illustration of a PostHog Experiments update for setting a default minimum detectable effect, with a magnifying glass, warning symbol, and frog holding an UPDATE sign.

May 22, 20268 min

PostHog Experiments: Default Minimum Detectable Effect (MDE)

One of the useful PostHog experiment updates from May 21, 2026 is the new organization-level default minimum detectable effect, or…

Apr 13, 20263 min

PostHog Session Replay: How to Use It Properly

Use PostHog Session Replay to answer a defined behavior question, not to accumulate recordings. Set capture boundaries before recording, protect…

Illustration with a person inside a magnifying glass, a funnel, and a frog holding an “UPDATE” sign; text reads “Identify who dropped off in PostHog session-based funnels”

Apr 8, 20261 min

PostHog Session-Based Funnels: Identify Drop-Offs

If you’ve been using PostHog session-based funnels, there’s a small but meaningful update that changes how you investigate drop-offs. I…

Apr 6, 20263 min

PostHog Error Tracking Alerts

I recently tested PostHog’s updated Error Tracking alerting. One improvement stood out immediately: I can now send alerts directly to…

Mar 18, 20263 min

Metric Breakdowns in PostHog Test Results

Metric breakdowns can show whether an experiment’s observed effect differs across event-property values, but a positive subgroup is not automatically…

Illustration announcing replay summaries in PostHog, with a frog holding an UPDATE sign beside media controls.

Mar 18, 20263 min

PostHog Experiment Replay Summaries

I have found this update especially useful when reviewing experiment outcomes that show a clear pattern in the numbers but…

Illustration about launching PostHog experiments without metrics, with a crossed-out hand symbol, an UPDATE sign, and the words “LAUNCH EXPERIMENTS WITHOUT METRICS.”

Mar 12, 20263 min

Launch PostHog Experiments Without Metrics

One of the PostHog updates I found genuinely useful is the ability to launch experiments without setting metrics first. For…

Feb 26, 20262 min

PostHog SQL Variable Management

One small PostHog updates just removed a bunch of friction from my workflow: SQL variables are now actually manageable at…

Illustration for combining events in PostHog Trends, with arrows converging between two panels.

Feb 6, 20263 min

Combine Events in PostHog Trends

When I’m building a Trends insight in PostHog, I often run into the same problem: one product outcome shows up…