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chore(replay-vision): replace indexer scanner with summarizer facets#60442

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TueHaulund merged 2 commits into
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tue/replay-vision-consolidation
May 29, 2026
Merged

chore(replay-vision): replace indexer scanner with summarizer facets#60442
TueHaulund merged 2 commits into
masterfrom
tue/replay-vision-consolidation

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@TueHaulund
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@TueHaulund TueHaulund commented May 28, 2026

Problem

The indexer scanner duplicated most of the summarizer (LLM-summarize a session) just to emit facet embeddings as a side effect.

Changes

Indexer is removed. Summarizers gain an opt-in emits_embeddings flag in scanner_config. When set, the LLM is called against an extended response schema with intent / outcome / friction_points / keywords, the prompt asks for them, and the workflow dispatches the embedding side-effect activity. When off, the LLM sees only the lean title/summary schema.

Existing indexer scanners and observations are deleted by the migration (closed beta).

How did you test this code?

Agent-authored. Automated only: hogli test products/replay_vision/backend/tests/ (231 passed), replayScannerLogic.test.ts (14 passed), hogli build:openapi clean, tsc clean on touched files. No manual UI testing.

Publish to changelog?

no

🤖 Agent context

Tool: Claude Code.

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MCP UI Apps size report

App JS CSS
debug 474.9 KB 139.9 KB
action 349.4 KB 139.9 KB
action-list 357.2 KB 139.9 KB
cohort 348.5 KB 139.9 KB
cohort-list 356.2 KB 139.9 KB
error-details 369.9 KB 139.9 KB
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workflow-list 356.6 KB 139.9 KB
query-results 370.6 KB 139.9 KB
visual-review-snapshots 353.5 KB 139.9 KB

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github-actions Bot commented May 28, 2026

Size Change: 0 B

Total Size: 80.7 MB

ℹ️ View Unchanged
Filename Size Change
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@TueHaulund TueHaulund force-pushed the tue/replay-vision-consolidation branch 2 times, most recently from 8d52716 to d7eef90 Compare May 28, 2026 14:53
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github-actions Bot commented May 28, 2026

Migration SQL Changes

Hey 👋, we've detected some migrations on this PR. Here's the SQL output for each migration, make sure they make sense:

products/replay_vision/backend/migrations/0008_drop_indexer.py

BEGIN;
--
-- Raw Python operation
--
-- THIS OPERATION CANNOT BE WRITTEN AS SQL
COMMIT;

products/replay_vision/backend/migrations/0009_drop_indexer_choice.py

BEGIN;
--
-- Alter field scanner_type on replayscanner
--
-- (no-op)
COMMIT;

Last updated: 2026-05-28 20:42 UTC (6df131c)

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github-actions Bot commented May 28, 2026

🔍 Migration Risk Analysis

We've analyzed your migrations for potential risks.

Summary: 0 Safe | 2 Needs Review | 0 Blocked

⚠️ Needs Review

May have performance impact

replay_vision.0008_drop_indexer
  └─ #1 ⚠️ RunPython: RunPython data migration needs review for performance
replay_vision.0009_drop_indexer_choice
  └─ #1 ⚠️ AlterField
     Field alteration may cause table locks or data loss (check if changing type or constraints)
     model: replayscanner, field: scanner_type, field_type: CharField

📚 How to Deploy These Changes Safely

RunPython:

Use batching for large data migrations:

  • Use .iterator() to avoid loading all rows into memory
  • Use .bulk_update() instead of saving individual objects
  • Batch size: 1,000-10,000 rows per batch
  • Add pauses between batches
  • Consider background jobs for very large updates (millions of rows)

See the migration safety guide

Last updated: 2026-05-28 20:42 UTC (6df131c)

The summarizer scanner now produces optional facets (intent, outcome,
friction_points, keywords) alongside title and summary. When the
`emits_embeddings` flag is set in scanner_config, the prompt instructs
the model to fill the facets and the workflow dispatches the embedding
side-effect activity. The activity is gated by three guards: scanner
output is SummarizerOutput, flag is set, and at least one facet has
content.

The dedicated indexer scanner type is removed entirely; existing indexer
scanners and observations are deleted by the migration.
@TueHaulund TueHaulund force-pushed the tue/replay-vision-consolidation branch from 39e513b to 8e32797 Compare May 28, 2026 20:12
@TueHaulund TueHaulund requested review from a team, arnohillen, fasyy612, ksvat and nicowaltz and removed request for a team May 28, 2026 20:51
@TueHaulund TueHaulund marked this pull request as ready for review May 28, 2026 20:51
@assign-reviewers-posthog assign-reviewers-posthog Bot requested a review from a team May 28, 2026 20:52
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greptile-apps Bot commented May 28, 2026

Reviews (1): Last reviewed commit: "chore: update OpenAPI generated types" | Re-trigger Greptile

@TueHaulund TueHaulund merged commit 553f1ae into master May 29, 2026
257 checks passed
@TueHaulund TueHaulund deleted the tue/replay-vision-consolidation branch May 29, 2026 21:02
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deployment-status-posthog Bot commented May 29, 2026

Deploy status

Environment Status Deployed At Workflow
dev ✅ Deployed 2026-05-29 21:32 UTC Run
prod-us ✅ Deployed 2026-05-29 21:56 UTC Run
prod-eu ✅ Deployed 2026-05-29 21:58 UTC Run

Gilbert09 added a commit that referenced this pull request May 29, 2026
PR #60442 ("replace indexer scanner with summarizer facets") dropped the
`indexer` value from `ScannerType` and the `IndexerScannerConfig` export
in `types.ts`, but left the matching `IndexerTemplate` interface, union
member, and import in `scannerTemplates.ts`. That broke `tsc --strict`
on master (and every PR that touches frontend).

This removes the dead references so the union narrows to the four
remaining template kinds, which also unblocks the `scannerTypeLabel`
call site in `ScannerTemplatesScene.tsx`.

Generated-By: PostHog Code
Task-Id: b030b433-e0f1-4871-baf1-59fcdb6f4f32
Gilbert09 added a commit that referenced this pull request May 29, 2026
PR #60442 added a required `emits_embeddings: boolean` field to
`SummarizerScannerConfig` but left the session_summary entry in
`defaultScannerTemplates` without it, so strict tsc rejected the
template. Default to `false` to match the backend serializer's default
behaviour (`scanner_config.get("emits_embeddings", False)`).

Generated-By: PostHog Code
Task-Id: b030b433-e0f1-4871-baf1-59fcdb6f4f32
TueHaulund added a commit that referenced this pull request May 30, 2026
- Remove the obsolete IndexerTemplate / IndexerScannerConfig import from
  scannerTemplates.ts; the indexer scanner type was removed in #60442.
- Add the now-required `emits_embeddings: false` field to the session_summary
  template's scanner_config (matches the updated SummarizerScannerConfig).
- Reformat the Reasoning CitedText invocation in ReplayObservation.tsx so oxfmt
  is happy.
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