feat(prompts): Fetch prompts by label by jurajmajerik · Pull Request #71509 · PostHog/posthog

jurajmajerik · 2026-07-16T11:59:18Z

Problem

#70862 added prompt labels (movable pointers to versions) and the endpoints to manage them, but there is no way to fetch a prompt through a label yet. Until that exists, moving a label has no effect on the apps that consume prompts.

Changes

Adds ?label=production to the prompt fetch endpoint. The response is the version the label points to, plus a label field showing what was resolved. Stacked on #70862.

?label= on GET .../llm_prompts/name/{name}/, mutually exclusive with ?version= (400 if both are passed)
Label results get their own HyperCache entry ({team}:{name}:label:{label}). We cache the resolved prompt content, so a warm fetch is two Redis reads (the latest entry for metadata, then the label entry) with no Postgres lookup
Signals on LLMPromptLabel clear that cache entry whenever a label is created, moved, or deleted
New prompt_label property on the $llm_prompt_fetched event
The get-prompt MCP tool description now explains the label parameter
Fetching without a label or version still returns the latest version, same as before

Design notes:

Why signals for cache invalidation: the existing invalidation runs when a prompt version row is saved, and a label move doesn't save any version row — without its own trigger, a moved label would serve the old version until the cache expires (up to a day). A signal on the label model covers every path that changes labels (set, delete, archive's cleanup) in one place.
Creating a label also needs invalidation: fetching a missing label caches a short-lived "not found", and the create signal clears it so a new label works right away.

How did you test this code?

New tests in test_llm_prompt.py, all through the public API with the cache in the loop: fetching by label after a move returns the new version (this test fails if the invalidation breaks, and it caught a real gap during development), a label created after a cached 404 works immediately, label+version together returns 400, and fetches 404 after label delete and after prompt archive. Full prompt API + cache suites pass locally (119 tests), mypy clean on changed files.

github-actions · 2026-07-16T11:59:33Z

🦔 Hogbox preview · ✅ ready

▶ Open the preview


🔑 Login	`test@posthog.com` / `12345678` (demo data)
🧩 Running	this PR's backend and frontend, on the PostHog `:master` base
🔗 Link	stable across rebuilds — a re-push swaps the box underneath, the URL stays
🔒 Access	tailnet only (PostHog VPN)
🛠️ Admin	inspect & debug state in hogland
💤 Idle	sleeps after ~30 min idle (snapshot to S3, zero node cost) and wakes on your next visit in ~30s, behind a brief "waking up" screen

_{commit f519d65 · box box-6fe3e5ff1039 · ready in 777s (push → usable) · build log · rebuilds on every push, torn down on close}

github-actions · 2026-07-16T12:01:42Z

🤖 CI report

⚠️

Bundle size — 🔺 +4.8 KiB (+0.0%)

Uncompressed size of every built .js bundle, compared against the base branch.

Total: 64.80 MiB · 🔺 +4.8 KiB (+0.0%)

File	Size	Δ vs base
`posthog-app/src/scenes/hog-functions/HogFunctionScene.js`	47.2 KiB	🟢 -14.9 KiB (-24.0%)
`posthog-app/_parent/products/tracing/frontend/TracingScene.js`	84.8 KiB	🟢 -13.4 KiB (-13.6%)
`exporter/src/exporter/scenes/ExporterDashboardScene.js`	275.4 KiB	🔺 +8.3 KiB (+3.1%)
`posthog-app/_parent/products/engineering_analytics/frontend/scenes/EngineeringAnalyticsTeamScene.js`	8.2 KiB	🔺 +8.2 KiB (new)
`render-query/src/render-query/render-query.js`	21.32 MiB	🔺 +5.1 KiB (+0.0%)
`posthog-app/_parent/products/engineering_analytics/frontend/scenes/EngineeringAnalyticsScene.js`	70.2 KiB	🔺 +3.3 KiB (+5.0%)
`posthog-app/_parent/products/review_hog/frontend/CodeReviewScene.js`	51.3 KiB	🔺 +2.4 KiB (+4.9%)
`exporter/src/exporter/scenes/ExporterNotebookScene.js`	3.10 MiB	🟢 -1.4 KiB (-0.0%)

_{Posted automatically by build-bundle-size-report · uncompressed bytes from dist-report}

✅ Eager graph — within budget

How much code each root ships on the eager path — downloaded and parsed before the surface is interactive. Measured from the esbuild output chunks (post-tree-shake, static imports only); lazy import() / React.lazy chunks are not counted.

Root	Eager (shipped)	Δ vs base	Budget
entry (logged-out pages, app bootstrap) `src/index.tsx`	1.23 MiB · 22 files	🔺 +125 B (+0.0%)	`███░░░░░░░` 28.6% of 4.29 MiB
authenticated shell (every logged-in page) `src/scenes/AuthenticatedShell.tsx`	8.15 MiB · 2,987 files	🔺 +6.7 KiB (+0.1%)	`█████████░` 88.1% of 9.25 MiB

🟢 node_modules/monaco-editor/ stays out of src/index.tsx
🟢 src/lib/components/ActivityLog/describers stays out of src/index.tsx
🟢 [object Object] stays out of src/index.tsx
🟢 [object Object] stays out of src/index.tsx
🟢 node_modules/monaco-editor/ stays out of src/scenes/AuthenticatedShell.tsx
🟢 src/lib/components/ActivityLog/describers stays out of src/scenes/AuthenticatedShell.tsx
🟢 [object Object] stays out of src/scenes/AuthenticatedShell.tsx
🟢 [object Object] stays out of src/scenes/AuthenticatedShell.tsx

Largest files eagerly shipped from src/index.tsx

Size	File
126.8 KiB	`../node_modules/.pnpm/react-dom@18.3.1_react@18.3.1/node_modules/react-dom/cjs/react-dom.production.min.js`
24.6 KiB	`../node_modules/.pnpm/buffer@6.0.3/node_modules/buffer/index.js`
6.3 KiB	`../node_modules/.pnpm/react@18.3.1/node_modules/react/cjs/react.production.min.js`
4.5 KiB	`../node_modules/.pnpm/@jspm+core@2.1.0/node_modules/@jspm/core/nodelibs/browser/process.js`
3.9 KiB	`../node_modules/.pnpm/scheduler@0.23.2/node_modules/scheduler/cjs/scheduler.production.min.js`
1.4 KiB	`../node_modules/.pnpm/base64-js@1.5.1/node_modules/base64-js/index.js`
1.3 KiB	`src/RootErrorBoundary.tsx`
912 B	`../node_modules/.pnpm/ieee754@1.2.1/node_modules/ieee754/index.js`
789 B	`src/scenes/ChunkLoadErrorBoundary.tsx`
762 B	`src/index.tsx`

Largest files eagerly shipped from src/scenes/AuthenticatedShell.tsx

Size	File
281.3 KiB	`../node_modules/.pnpm/posthog-js@1.404.0/node_modules/posthog-js/dist/rrweb.js`
267.7 KiB	`../node_modules/.pnpm/@posthog+icons@0.38.0_react-dom@18.3.1_react@18.3.1__react@18.3.1/node_modules/@posthog/icons/dist/posthog-icons.es.js`
235.5 KiB	`src/taxonomy/core-filter-definitions-by-group.json`
223.2 KiB	`../node_modules/.pnpm/posthog-js@1.404.0/node_modules/posthog-js/dist/module.js`
164.0 KiB	`src/queries/validators.js`
154.3 KiB	`../node_modules/.pnpm/re2js@0.4.1/node_modules/re2js/build/index.esm.js`
126.8 KiB	`../node_modules/.pnpm/react-dom@18.3.1_react@18.3.1/node_modules/react-dom/cjs/react-dom.production.min.js`
105.8 KiB	`src/lib/api.ts`
93.3 KiB	`../node_modules/.pnpm/prosemirror-view@1.40.1/node_modules/prosemirror-view/dist/index.js`
93.3 KiB	`../packages/quill/packages/quill/dist/index.js`

_{Posted automatically by check-eager-graph · sizes are eager output bytes (shipped, post-tree-shake) from the esbuild metafile · part of #32479}

✅ Dist folder size — 🔺 +10.86 MiB (+0.8%)

Total size of the built frontend/dist folder (all assets), compared against the base branch.

Total: 1333.77 MiB · 🔺 +10.86 MiB (+0.8%)

ℹ️ MCP UI apps size — 31 app(s), 16603.1 KB JS

Built size of each MCP UI app (main.js + styles.css).

App	JS	CSS
debug	599.5 KB	187.4 KB
action	457.8 KB	187.4 KB
action-list	564.3 KB	187.4 KB
cohort	456.8 KB	187.4 KB
cohort-list	563.3 KB	187.4 KB
email-template	456.6 KB	187.4 KB
error-details	472.4 KB	187.4 KB
error-issue	457.5 KB	187.4 KB
error-issue-list	564.2 KB	187.4 KB
experiment	561.5 KB	187.4 KB
experiment-list	565.1 KB	187.4 KB
experiment-results	563.2 KB	187.4 KB
feature-flag	567.1 KB	187.4 KB
feature-flag-list	570.9 KB	187.4 KB
feature-flag-testing	461.0 KB	187.4 KB
insight-actors	562.1 KB	187.4 KB
invite-email-preview	456.0 KB	187.4 KB
llm-costs	559.5 KB	187.4 KB
session-recording	458.6 KB	187.4 KB
session-summary	463.9 KB	187.4 KB
survey	458.4 KB	187.4 KB
survey-global-stats	562.2 KB	187.4 KB
survey-list	565.0 KB	187.4 KB
survey-stats	562.2 KB	187.4 KB
trace-span	457.2 KB	187.4 KB
trace-span-list	564.2 KB	187.4 KB
workflow	457.1 KB	187.4 KB
workflow-list	563.7 KB	187.4 KB
query-results	745.0 KB	187.4 KB
render-ui	825.6 KB	187.4 KB
visual-review-snapshots	461.6 KB	187.4 KB

⚠️

Playwright — 2 failed

🎭 Playwright report · View test results →

❌ 2 failed tests:

view results, pause, resume, and ship (chromium)
golden creation flow: click-to-create → filter → Enable anyway → flips to enabled (chromium)

These issues are not necessarily caused by your changes.
Annoyed by this section? Help fix flakies and failures and it will go green!

⚠️

Backend coverage — 81.0% of changed backend lines covered — 22 uncovered

🧪 Backend test coverage

Patch coverage — changed backend lines (products + core): ████████████████░░░░ 81.0% (94 / 116)

File	Patch	Uncovered changed lines
`products/ai_observability/backend/models/llm_prompt.py`	23.1%	172–174, 176–177, 179–182, 184
`posthog/storage/llm_prompt_cache.py`	67.6%	171–174, 176–183

🤖 Agents: add a test covering the lines above, or note why under "How did you test this code?". Machine-readable gap list: the patch-coverage artifact on this run (gh run download 29569480349 -n patch-coverage), or the coverage-data block at the end of this comment.

Per-product line coverage (touched products)

Product	Coverage	Lines
`platform_features`	`██░░░░░░░░░░░░░░░░░░` 12.1%	7 / 58
`batch_exports`	`████████░░░░░░░░░░░░` 39.7%	8,416 / 21,225
`demo`	`███████████░░░░░░░░░` 56.2%	1,497 / 2,663
`warehouse_sources_queue`	`████████████░░░░░░░░` 59.2%	148 / 250
`tasks`	`█████████████░░░░░░░` 67.1%	25,926 / 38,648
`data_tools`	`██████████████░░░░░░` 70.0%	63 / 90
`ai_gateway`	`███████████████░░░░░` 75.0%	9 / 12
`signals`	`████████████████░░░░` 79.1%	19,037 / 24,073
`data_modeling`	`████████████████░░░░` 80.0%	4,834 / 6,045
`cdp`	`████████████████░░░░` 80.7%	3,118 / 3,864
`wizard`	`████████████████░░░░` 82.5%	772 / 936
`notebooks`	`█████████████████░░░` 84.8%	6,903 / 8,141
`cohorts`	`█████████████████░░░` 86.2%	4,065 / 4,717
`agent_platform`	`█████████████████░░░` 86.4%	3,807 / 4,405
`actions`	`█████████████████░░░` 86.6%	717 / 828
`product_tours`	`█████████████████░░░` 87.5%	1,266 / 1,447
`exports`	`██████████████████░░` 88.4%	6,904 / 7,813
`visual_review`	`██████████████████░░` 88.5%	5,565 / 6,287
`business_knowledge`	`██████████████████░░` 88.5%	4,400 / 4,969
`conversations`	`██████████████████░░` 89.0%	16,164 / 18,167
`mcp_analytics`	`██████████████████░░` 89.2%	2,514 / 2,819
`dashboards`	`██████████████████░░` 89.3%	5,841 / 6,540
`engineering_analytics`	`██████████████████░░` 89.3%	5,407 / 6,053
`error_tracking`	`██████████████████░░` 89.6%	9,731 / 10,862
`alerts`	`██████████████████░░` 90.0%	3,655 / 4,063
`streamlit_apps`	`██████████████████░░` 90.4%	2,499 / 2,764
`stamphog`	`██████████████████░░` 90.4%	3,503 / 3,874
`slack_app`	`██████████████████░░` 90.6%	9,511 / 10,503
`links`	`██████████████████░░` 90.6%	183 / 202
`marketing_analytics`	`██████████████████░░` 90.8%	11,514 / 12,684
`product_analytics`	`██████████████████░░` 91.3%	5,757 / 6,304
`mcp_store`	`██████████████████░░` 91.8%	3,685 / 4,012
`managed_migrations`	`██████████████████░░` 91.9%	908 / 988
`data_warehouse`	`██████████████████░░` 92.1%	18,220 / 19,780
`notifications`	`███████████████████░` 92.7%	1,031 / 1,112
`web_analytics`	`███████████████████░` 92.7%	13,535 / 14,597
`workflows`	`███████████████████░` 92.8%	5,477 / 5,904
`ai_observability`	`███████████████████░` 92.8%	14,916 / 16,077
`surveys`	`███████████████████░` 92.9%	5,689 / 6,122
`posthog_ai`	`███████████████████░` 93.2%	1,322 / 1,418
`tracing`	`███████████████████░` 93.3%	2,447 / 2,624
`approvals`	`███████████████████░` 93.3%	3,395 / 3,640
`reminders`	`███████████████████░` 93.4%	468 / 501
`early_access_features`	`███████████████████░` 93.8%	848 / 904
`legal_documents`	`███████████████████░` 94.1%	1,568 / 1,667
`endpoints`	`███████████████████░` 94.1%	8,606 / 9,143
`revenue_analytics`	`███████████████████░` 94.5%	3,598 / 3,809
`skills`	`███████████████████░` 94.5%	2,881 / 3,049
`messaging`	`███████████████████░` 94.5%	2,530 / 2,677
`review_hog`	`███████████████████░` 94.6%	6,788 / 7,173
`logs`	`███████████████████░` 95.3%	9,572 / 10,044
`experiments`	`███████████████████░` 95.7%	24,421 / 25,531
`replay_vision`	`███████████████████░` 95.7%	13,483 / 14,084
`growth`	`███████████████████░` 95.8%	2,837 / 2,960
`annotations`	`███████████████████░` 96.2%	732 / 761
`feature_flags`	`███████████████████░` 96.3%	16,172 / 16,794
`warehouse_sources`	`███████████████████░` 96.4%	262,618 / 272,387
`user_interviews`	`███████████████████░` 96.4%	2,242 / 2,325
`access_control`	`███████████████████░` 96.8%	849 / 877
`data_catalog`	`███████████████████░` 97.2%	2,117 / 2,179
`customer_analytics`	`███████████████████░` 97.2%	7,480 / 7,698
`analytics_platform`	`████████████████████` 98.0%	2,102 / 2,145
`metrics`	`████████████████████` 98.2%	2,404 / 2,448
`pulse`	`████████████████████` 98.4%	2,012 / 2,044
`live_debugger`	`████████████████████` 99.2%	613 / 618
`field_notes`	`████████████████████` 99.4%	158 / 159

Report-only. Patch coverage = changed backend lines covered vs origin/master. Sorted lowest first.
Known gaps: lines covered only by Temporal tests show as uncovered; core line numbers may drift if master changed the same file.

⚠️

MCP snapshots — 1 updated (1 modified, 0 added, 0 deleted)

Snapshots: MCP unit test snapshots updated

Changes: 1 snapshots (1 modified, 0 added, 0 deleted)

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Review the changes to ensure they're intentional
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✅ Django migration risk — no migrations to analyze

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greptile-apps · 2026-07-16T12:02:16Z

_{Reviews (1): Last reviewed commit: "feat(aio): fetch prompts by label" | Re-trigger Greptile}

trunk-io · 2026-07-16T12:12:01Z

_{View Full Report ↗︎ ⋅ Docs}

Adds ?label= to the prompt fetch endpoint, resolving through HyperCache with a per-label cache entry. Label moves, creates, and deletes clear the entry via model signals — a pointer change never touches LLMPrompt rows, so the existing invalidation could not cover it. The fetch event gains prompt_label so 'what was production serving at time X' is answerable from the event stream.

A cache fill racing a label-move invalidation can store an already-stale resolution the generation marker cannot detect. Label entries now use a 60s TTL (own HyperCache instance over the same keys) and stay out of S3, so any stale fill self-heals within a minute; signals remain the fast path.

Fetching writes miss sentinels under caller-controlled cache keys, so impossible label names are rejected before any cache touch. Also makes the label 404 message cover the missing-prompt case.

Radu-Raicea · 2026-07-16T15:39:42Z


+    if label is not None:
+        label_key = prompt_label_cache_key(team.id, prompt_name, label)
+        labeled_prompt = llm_prompts_label_hypercache.get_from_cache(label_key)


Should we make this fetch skip the object storage?

Yep, will do in a follow up!

Radu-Raicea · 2026-07-16T15:44:16Z



 class LLMPromptGetByNameQuerySerializer(LLMPromptFetchQuerySerializer):
+    label = serializers.CharField(  # type: ignore[assignment]


We should make this aware of the constraints from validate_prompt_label_name_value

Added: ec2d816

deployment-status-posthog · 2026-07-17T10:25:09Z

Deploy status

Environment	Status	Deployed At	Workflow
dev	✅ Deployed	2026-07-17 10:25 UTC	Run
prod-us	✅ Deployed	2026-07-17 10:38 UTC	Run
prod-eu	✅ Deployed	2026-07-17 10:41 UTC	Run

assign-reviewers-posthog Bot assigned jurajmajerik Jul 16, 2026

github-actions Bot had a problem deploying to preview-pr-71509 July 16, 2026 11:59 Failure

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Base automatically changed from prompts/labels-write-path to master July 16, 2026 12:41

This was referenced Jul 16, 2026

feat(prompts): Fetch prompts by label PostHog/posthog-python#744

Merged

feat(prompts): Fetch prompts by label PostHog/posthog-js#4163

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jurajmajerik changed the title ~~feat(aio): Fetch prompts by label~~ feat(prompts): Fetch prompts by label Jul 16, 2026

jurajmajerik and others added 5 commits July 16, 2026 15:19

test(mcp): update unit test snapshots

8abc67c

fix(aio): validate label name on fetch and fix 404 copy

29fdb2e

Fetching writes miss sentinels under caller-controlled cache keys, so impossible label names are rejected before any cache touch. Also makes the label 404 message cover the missing-prompt case.

chore(aio): guard fetch label validation in test

74bda4b

jurajmajerik force-pushed the prompts/labels-read-path branch from c15b5c9 to 74bda4b Compare July 16, 2026 13:20

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Radu-Raicea approved these changes Jul 16, 2026

View reviewed changes

chore(aio): declare label max_length so it lands in generated schemas

ec2d816

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test(mcp): update unit test snapshots

f519d65

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jurajmajerik enabled auto-merge (squash) July 17, 2026 09:25

jurajmajerik merged commit cb7a53a into master Jul 17, 2026
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jurajmajerik deleted the prompts/labels-read-path branch July 17, 2026 09:54

inkeep Bot mentioned this pull request Jul 17, 2026

docs(prompt-management): Document fetching prompts by label PostHog/posthog.com#18626

Open

jurajmajerik mentioned this pull request Jul 17, 2026

docs: Prompt labels PostHog/posthog.com#18628

Open

mendral-app Bot mentioned this pull request Jul 17, 2026

fix(ci): Update receivers baseline #71940

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This was referenced Jul 17, 2026

feat(aio): Activity-log prompt label changes #71952

Merged

fix(aio): Skip the S3 tier for prompt label cache entries #71967

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eli-r-ph mentioned this pull request Jul 17, 2026

fix(ci): baseline llm_prompt and early_access startup receivers #72102

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feat(prompts): Fetch prompts by label#71509

feat(prompts): Fetch prompts by label#71509
jurajmajerik merged 7 commits into
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		class LLMPromptGetByNameQuerySerializer(LLMPromptFetchQuerySerializer):
		label = serializers.CharField( # type: ignore[assignment]

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🤖 CI report

🧪 Backend test coverage

Snapshots: MCP unit test snapshots updated

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