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chore: update Replay team goals for Q2#16129

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chore/replay-q2-goals
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chore: update Replay team goals for Q2#16129
TueHaulund wants to merge 4 commits intomasterfrom
chore/replay-q2-goals

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Replace Q1 goals with Q2 goals for the Replay team. The quarter is focused on AI-powered replay features: on-demand session summaries, video export pipeline, session categorization, a new AI-native frontend, MCP integration, and the foundational work around pricing, compliance, and data labelling.

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  • Words are spelled using American English
  • Use relative URLs for internal links

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github-actions bot commented Apr 1, 2026

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🟢 Ready View preview Apr 01, 2026 08:08PM

@TueHaulund TueHaulund requested review from a team, fasyy612, fivestarspicy, ksvat, nicowaltz and pauldambra and removed request for a team April 1, 2026 18:30
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github-actions bot commented Apr 1, 2026

Vale prose linter → found 5 errors, 15 warnings, 0 suggestions in your markdown

Full report → Copy the linter results into an LLM to batch-fix issues.

Linter being weird? Update the rules!

contents/teams/replay/objectives.mdx — 5 errors, 15 warnings, 0 suggestions
Line Severity Message Rule
3:173 error Hi, Andy here... use an en dash ( – ) with spaces. On Mac, holding down the Option and hyphen key will give you an en dash. PostHogBase.EnDash
5:15 warning 'rasterizer' is a possible misspelling. PostHogBase.Spelling
12:5 warning 'rasterizer' is a possible misspelling. PostHogBase.Spelling
12:45 error Hi, Andy here... use an en dash ( – ) with spaces. On Mac, holding down the Option and hyphen key will give you an en dash. PostHogBase.EnDash
18:29 warning 'categorizer' is a possible misspelling. PostHogBase.Spelling
20:102 warning 'categorizer' is a possible misspelling. PostHogBase.Spelling
22:87 error Hi, Andy here... use an en dash ( – ) with spaces. On Mac, holding down the Option and hyphen key will give you an en dash. PostHogBase.EnDash
24:13 warning 'categorizer' is a possible misspelling. PostHogBase.Spelling
24:78 warning 'interestingness' is a possible misspelling. PostHogBase.Spelling
27:4 warning '🖥️ Goal 4: Build new AI-native frontend for Replay' heading should be in sentence case, and product names should be capitalized. PostHogBase.SentenceCase
29:1 warning 'Reimagine' is a possible misspelling. PostHogBase.Spelling
29:41 warning Capitalize 'Workflows' for PostHog's product. Use 'workflows' for the general industry concept. PostHogBase.ProductNames
29:113 error Hi, Andy here... use an en dash ( – ) with spaces. On Mac, holding down the Option and hyphen key will give you an en dash. PostHogBase.EnDash
29:145 warning 'categorizer' is a possible misspelling. PostHogBase.Spelling
57:27 warning Use American English. Use 'labeling' instead of 'labelling'. PostHogBase.AmericanEnglish
59:30 warning Use American English. Use 'labeling' instead of 'labelling'. PostHogBase.AmericanEnglish
59:61 error Hi, Andy here... use an en dash ( – ) with spaces. On Mac, holding down the Option and hyphen key will give you an en dash. PostHogBase.EnDash
61:12 warning Use American English. Use 'labeling' instead of 'labelling'. PostHogBase.AmericanEnglish
62:14 warning Use American English. Use 'labeling' instead of 'labelling'. PostHogBase.AmericanEnglish
63:20 warning Use American English. Use 'labeled' instead of 'labelled'. PostHogBase.AmericanEnglish

TueHaulund and others added 3 commits April 1, 2026 22:00
Co-authored-by: coryslater <25396141+fivestarspicy@users.noreply.github.com>
Co-authored-by: Paul D'Ambra <paul@posthog.com>
Co-authored-by: Paul D'Ambra <paul@posthog.com>
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Genuinely exciting stuff, just chiming in with @PostHog/team-signals notes

## 🖥️ Goal 4: Build new AI-native frontend for Replay

## 👨‍🔬 Goal 6. Make "show me something interesting" tangible
Reimagine the Replay UI around AI-first workflows. Move away from recency as the primary way to rank recordings — instead, leverage the session categorizer (Goal 3) to surface interesting recordings across categories.
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😻
I've heard of this need a lot in all sorts of user interviews.

Note: A major part of this job will be served by the signals inbox, and so in @PostHog/team-signals we'll build an integration with session summarization to surface concretely fixable problems (visual errors and the like, pretty much).

But people will still be watching recordings manually to understand users intimately, so categorization will matter both in the UI and for agents.


## 🔌 Goal 5: Basic MCP for Session Replay

Expose Session Replay as MCP tools so AI agents (Claude Desktop, etc.) can search, retrieve, and summarize sessions programmatically.
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I believe search and retrieve have already been exposed as MCP tools by @VojtechBartos. And as for "summarize session", it's in fact key for us in @PostHog/team-signals for research of errors - so I'll likely build a targeted version of this (specifically "summarize part of session") 2-4 weeks from now – will certainly need your help guys.

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It's in PR, hopefully merged soon 🚀 PostHog/posthog#51757

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6 participants