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Add the KV Cache page, docs and LMCache validation script (Pro) - #530

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@jamby77 jamby77 commented Oct 9, 2026 •

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Part 3 of 3 of KV Cache Monitoring for vLLM / SGLang (LMCache). Stacked on kv-cache/engines.

Summary

  • KV Cache page (Pro): detection guard, sidebar entry, footprint panel, advisories, footprint and hit rate charts, per-model usage, Rescan/Refresh.
  • Engine management: link by scrape URL or OTLP (with a ready-to-paste OpenTelemetry Collector snippet pointing at the API origin), enable/disable, delete.
  • Alert settings sheet for hit rate threshold, eviction risk and per-connection switches.
  • Docs: docs/kv-cache-monitoring.md, plus webhook events, Prometheus metrics and OTLP drop reason updates.
  • scripts/kv-cache-validate: an LMCache end-to-end validation script (stores chunks via a real LMCache connector and serves counters at a known hit ratio).

End-to-end validation (LMCache 0.5.5, dev Valkey, scrape-linked engine)

Run with scripts/kv-cache-validate/validate.py (hit ratio 0.7, 200 lookups in two halves 60 s apart).

Connector Chunks stored Panel chunks Footprint Expected hit rate Panel hit rate (15 min) Result
valkey:// (GLIDE, swapped-credential workaround) 8 8 28.00 MB 70.0% 70.0% Pass
redis:// (redis-py, capped at 4 chunks) 4 (8 keys) 4 14.00 MB 70.0% 70.0% Pass

Notes:

  • valkey:// clients were detected by lib-name=GlidePySync(lmcache:0.5.5) (8 connections).
  • In the valkey:// run the engine was linked after the first half, so the first scrape took those counters as its baseline and only the second half was recorded as a delta (still exactly 70%).
  • The redis:// run reused the same scrape target after a process restart; the counter reset was handled and both halves were recorded.
  • TTL coverage showed 0% with noeviction, matching LMCache's no-TTL default.

Note

Medium Risk
Large new Pro UI and engine-linking flows touch credentials and external scrape targets, though auth headers stay server-side and URLs are masked; most backend logic ships in stacked PRs.

Overview
Adds a Pro-gated KV Cache experience in the web app: a /kv-cache route behind KvCacheGuard (license check, LMCache detection vs linked engines, not-detected onboarding with rescan/link-engine), plus a sidebar nav item gated on Feature.KV_CACHE_MONITORING.

The page wires new kv-cache API helpers and React Query keys/hooks to show footprint cards, advisories, charts, per-model usage, engine CRUD (scrape or OTLP with a copyable collector snippet), and per-connection alert settings; scrape URLs are masked in the UI and on the status API via shared maskUrlCredentials.

Documentation expands for KV cache monitoring (detection, footprint, hit rate, alerts, metrics, OTLP unknown_engine), and a scripts/kv-cache-validate Python harness exercises LMCache against Valkey for manual E2E checks. Broad component and API client tests cover guards, dialogs, and query invalidation behavior.

Reviewed by Cursor Bugbot for commit 62b654f. Bugbot is set up for automated code reviews on this repo. Configure here.

Summary by CodeRabbit

  • New Features
    • Added a KV Cache Monitoring page with cache hit rates, footprint and eviction metrics, charts, model details, and alerts.
    • Link and manage cache engines using Prometheus scraping or OTLP, and configure alert settings per connection.
    • View LMCache detection guidance and rescan when a cache is not detected. Monitoring is available with a Pro license.
  • Documentation
    • Added guides for KV Cache Monitoring, its metrics, alerts, and OTLP integration.

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📝 Walkthrough

This pull request adds a KV-cache monitoring page, its API and query hooks, engine and alert controls, supporting documentation, and a command-line LMCache validation script.

Changes: KV Cache Monitoring

Layer / File(s) Summary
API, queries, and page access
apps/web/src/api/kv-cache*, apps/web/src/hooks/useKvCacheStatus.ts, apps/web/src/hooks/useRescanKvCache.ts, apps/web/src/components/KvCacheGuard.tsx, apps/web/src/components/__tests__/KvCacheGuard.test.tsx, apps/web/src/components/layout/AppLayout.tsx, apps/web/src/components/layout/AppSidebar.tsx, apps/web/src/components/layout/AppSidebar.test.tsx
Adds KV-cache API methods and query keys for status, history, samples, engines, and settings. Adds status and rescan hooks, guarded page routing, and license- and detection-based navigation and access states.
Dashboard data and views
apps/web/src/pages/KvCache.tsx, apps/web/src/components/pages/kv-cache/KvCache*.tsx, apps/web/src/components/pages/kv-cache/kv-cache-format.ts, apps/web/src/components/pages/kv-cache/__tests__/*
Adds time-bounded status, history, and sample queries. Renders metric cards, charts, model rows, advisories, detection guidance, and a Pro-locked preview. Formatting helpers calculate advisory conditions, eviction rates, and model hit rates.
Engine and alert controls
apps/web/src/components/pages/kv-cache/KvCacheEngines.tsx, apps/web/src/components/pages/kv-cache/KvCacheSettingsSheet.tsx, apps/web/src/components/pages/kv-cache/LinkEngineDialog.tsx, apps/web/src/components/pages/kv-cache/collector-snippet.ts, apps/web/src/components/pages/kv-cache/useInvalidateEngines.ts, apps/web/src/components/pages/kv-cache/__tests__/*
Adds engine creation, enablement, and deletion controls and per-connection alert settings. OTLP creation provides a collector snippet. Successful mutations invalidate related queries.
Monitoring and metrics documentation
docs/index.md, docs/kv-cache-monitoring.md, docs/opentelemetry.md, docs/prometheus-metrics.md, docs/webhooks.md
Documents the monitoring page, LMCache collection and engine setup, KV-cache metrics, OpenTelemetry mappings, and hit-rate and eviction-risk webhook events.
LMCache validation script
scripts/kv-cache-validate/*
Adds a command-line validator that stores synthetic chunks, exposes Prometheus counters, performs cache lookups, and holds for a configurable duration. Adds setup instructions and dependency requirements.

Priority: ➖ Normal

Estimated code review effort: 4 (Complex) | ~60 minutes

Change: Feature

Sequence Diagram(s)

sequenceDiagram
  participant KvCache as KvCache page
  participant ReactQuery as React Query
  participant KvCacheApi as kvCacheApi
  participant Views as Dashboard views
  KvCache->>ReactQuery: Request status, history, and samples
  ReactQuery->>KvCacheApi: Call KV-cache query methods
  KvCacheApi-->>ReactQuery: Return query data
  ReactQuery-->>KvCache: Provide query results
  KvCache->>Views: Render metrics, charts, advisories, and model rows
Loading
Merge Risk: 🔵 Low · up to 9d97f

The remaining issues are bounded to documentation, validator error reporting, and the validator’s network exposure. Binding its metrics server to localhost is advisable before merge; the other corrections are small.

🚥 Pre-merge checks | ✅ 4 | ❌ 1

❌ Failed checks (1 warning)

Check name Status Explanation Resolution
Docstring Coverage Warning Docstring coverage is 2.27% which is insufficient. The required threshold is 80.00%. Docstring coverage is scoped to functions touched by this diff. Analyzed 44 functions across 30 files. (7 skipped: … Write docstrings for the functions missing them to satisfy the coverage threshold.
✅ Passed checks (4 passed)
Check name Status Explanation
Title check Passed The title clearly summarizes the main change: adding the Pro KV Cache page, documentation, and LMCache validation script.
Description check Passed The description provides a detailed summary of the page, engine management, alert settings, documentation, validation script, and end-to-end results. It does not use the template's separate Changes an…
Linked Issues check Passed Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check Passed Check skipped because no linked issues were found for this pull request.
Full details: Docstring Coverage

Explanation

Docstring coverage is 2.27% which is insufficient. The required threshold is 80.00%. Docstring coverage is scoped to functions touched by this diff. Analyzed 44 functions across 30 files. (7 skipped: 7 unsupported.)

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Comment thread apps/web/src/pages/KvCache.tsx

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Comment thread apps/web/src/components/pages/kv-cache/KvCacheSettingsSheet.tsx

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Comment thread apps/web/src/components/pages/kv-cache/KvCacheCharts.tsx
Comment thread apps/web/src/components/layout/AppLayout.tsx
- Wrap /kv-cache in LiveConnectionGuard like Key Analytics
- Cover chart series whose model names contain dots
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Actionable comments posted: 2

🧹 Nitpick comments (1)
scripts/kv-cache-validate/validate.py (1)

130-130: 🎯 Functional Correctness | 🔵 Trivial | 💤 Low value

Handle invalid --extra JSON with a clear error.

json.loads raises a raw traceback when the JSON is malformed. Shell quoting often causes this. Catch json.JSONDecodeError and exit with a short message.

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Review comment at @scripts/kv-cache-validate/validate.py at line 130:
Update the `args.extra` parsing in `validate.py` to catch `json.JSONDecodeError`
from `json.loads` and exit with a concise, clear error message instead of
exposing a traceback; keep the existing empty-input default.

  • 🪄 Fix CodeRabbit comments on this PR
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Inline comments:
Review comments at @docs/prometheus-metrics.md:
- Around line 175-176: Update the worked example in the Prometheus metrics
documentation to account for KV-cache series: either state that its assumptions
include no KV-cache series, or add E × M hit-rate series and 2 × M footprint
series to the total. Keep the calculation consistent with the example’s stated
assumptions.

Review comments at @scripts/kv-cache-validate/validate.py:
- Line 179: Update the start_http_server call to bind the metrics endpoint to
127.0.0.1 while preserving args.port and registry=registry.

---

Nitpick comments:
Review comments at @scripts/kv-cache-validate/validate.py:
- Line 130: Update the `args.extra` parsing in `validate.py` to catch
`json.JSONDecodeError` from `json.loads` and exit with a concise, clear error
message instead of exposing a traceback; keep the existing empty-input default.

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📥 Commits

Reviewing files that changed from the base of the PR and between cbb3bb0 and 9d97f0e.

📒 Files selected for processing (37)
  • apps/web/src/api/kv-cache.test.ts
  • apps/web/src/api/kv-cache.ts
  • apps/web/src/components/KvCacheGuard.tsx
  • apps/web/src/components/__tests__/KvCacheGuard.test.tsx
  • apps/web/src/components/layout/AppLayout.tsx
  • apps/web/src/components/layout/AppSidebar.test.tsx
  • apps/web/src/components/layout/AppSidebar.tsx
  • apps/web/src/components/pages/kv-cache/KvCacheAdvisories.tsx
  • apps/web/src/components/pages/kv-cache/KvCacheCards.tsx
  • apps/web/src/components/pages/kv-cache/KvCacheCharts.tsx
  • apps/web/src/components/pages/kv-cache/KvCacheEngines.tsx
  • apps/web/src/components/pages/kv-cache/KvCacheModelTable.tsx
  • apps/web/src/components/pages/kv-cache/KvCacheNotDetected.tsx
  • apps/web/src/components/pages/kv-cache/KvCacheProLocked.tsx
  • apps/web/src/components/pages/kv-cache/KvCacheSettingsSheet.tsx
  • apps/web/src/components/pages/kv-cache/LinkEngineDialog.tsx
  • apps/web/src/components/pages/kv-cache/__tests__/KvCacheAdvisories.test.tsx
  • apps/web/src/components/pages/kv-cache/__tests__/KvCacheCharts.test.tsx
  • apps/web/src/components/pages/kv-cache/__tests__/KvCacheSettingsSheet.test.tsx
  • apps/web/src/components/pages/kv-cache/__tests__/LinkEngineDialog.test.tsx
  • apps/web/src/components/pages/kv-cache/__tests__/collector-snippet.test.ts
  • apps/web/src/components/pages/kv-cache/__tests__/kv-cache-format.test.ts
  • apps/web/src/components/pages/kv-cache/collector-snippet.ts
  • apps/web/src/components/pages/kv-cache/index.ts
  • apps/web/src/components/pages/kv-cache/kv-cache-format.ts
  • apps/web/src/components/pages/kv-cache/useInvalidateEngines.ts
  • apps/web/src/hooks/useKvCacheStatus.ts
  • apps/web/src/hooks/useRescanKvCache.ts
  • apps/web/src/pages/KvCache.tsx
  • docs/index.md
  • docs/kv-cache-monitoring.md
  • docs/opentelemetry.md
  • docs/prometheus-metrics.md
  • docs/webhooks.md
  • scripts/kv-cache-validate/README.md
  • scripts/kv-cache-validate/requirements.txt
  • scripts/kv-cache-validate/validate.py

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Comment thread docs/prometheus-metrics.md
Comment thread scripts/kv-cache-validate/validate.py Outdated
- Bind the validation metrics server to 127.0.0.1 unless --bind says otherwise
- Exit with a short message when --extra is not valid JSON
- State that the cardinality worked example has no KV-cache series

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Comment thread apps/web/src/components/layout/AppSidebar.tsx Outdated
- Show the nav item and page when LMCache keys are detected or any
  engine is linked, so engines stay manageable after keys disappear

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Comment thread apps/web/src/components/pages/kv-cache/KvCacheCards.tsx
- Feed the cards a live 6h footprint query independent of the chart range
@jamby77

jamby77 commented Oct 12, 2026

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@amitkojha05 Good catch, thanks. Removed the committed .pyc and added __pycache__/ to .gitignore in 1a6681f.

🤖 Addressed by Claude Code

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Requesting changes, mostly to turn the follow-ups into fixes. The security posture is clean and I want to be explicit about that: I specifically hunted for a secret leak, snippet injection, a broken OTLP endpoint, chart data corruption, and an unsafe validation script and found none (auth header never returned by the API, engine id charset-restricted, OTLP path correct and excluded from /api, charts handle dotted model names with no XSS sink, validate.py binds localhost and uses json.loads). The items below are the bar for approval.

  1. Onboarding dead-end: a licensed user whose LMCache is not auto-detected and who has no engines yet cannot reach the Link-engine flow. KvCacheGuard renders KvCacheNotDetected (only Rescan/Docs), the sidebar entry is hidden in that state, and the only Link-engine button lives inside the page the guard will not render. Since linking an engine is the escape hatch when BetterDB cannot see the keys, please make that reachable from the not-detected state.

  2. The copied collector snippet always emits Authorization: Bearer ${env:BETTERDB_OTEL_INGEST_TOKEN}, which makes the Collector fail to start on a token-less self-hosted Monitor unless the user removes the block. The docs note this but the in-app snippet does not. Please either omit the header when no token is expected or add an inline caveat in the snippet.

  3. Fold in the earlier items: give liveHistory a distinct React Query key (it currently collides with history in the default state and will warn in dev), and fix the docs claim about an editable scrape URL the Engines table does not expose.

- Add a Link an engine action to the not-detected view; the guard owns
  the dialog so the OTLP snippet survives the switch to the full page
- Note in the collector snippet that the headers block must be removed
  when Monitor has no OTEL_INGEST_TOKEN
- Give live history its own React Query key
- Drop the docs claim that the engines table edits the scrape URL
@jamby77

jamby77 commented Oct 13, 2026

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@KIvanow addressed in 4e42397:

  1. Onboarding dead-end: the not-detected state now has a Link an engine button for users who can make changes. It opens the existing LinkEngineDialog. The guard owns the dialog, so it stays open with the collector snippet after an OTLP link switches the guard to the full page.
  2. Collector snippet: the web app can't tell whether an ingest token is required, because OTEL_INGEST_TOKEN exists only in API config. So the snippet now has a comment line above headers: saying to remove the block when Monitor has no ingest token.
  3. liveHistory has its own query key, still under the historyAll prefix so a rescan refreshes it.
  4. Docs: they now say the Engines table doesn't edit the scrape URL; to change it, delete the engine and link it again.

@amitkojha05 the .pyc was already dropped and __pycache__/ ignored in 1a6681f.

@jamby77
jamby77 requested a review from KIvanow October 13, 2026 10:23

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Comment thread apps/web/src/pages/KvCache.tsx
Comment thread apps/web/src/components/pages/kv-cache/KvCacheCards.tsx
- Render cards and charts when engines are linked but no snapshot exists;
  keep advisories and the model table gated on a snapshot
- Show an empty TTL coverage when no LMCache keys were sampled
- Add KvCache page and KvCacheCards specs

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Stale Bugbot comment from a previous run.

Comment thread apps/web/src/components/pages/kv-cache/KvCacheSettingsSheet.tsx Outdated
Reset the hit-rate threshold text when the connection changes or the
sheet opens, so a stale value is never saved to another connection.

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Thanks for this, the KV Cache page is coming together nicely. I'm requesting changes for a few issues I'd like fixed before merge.

Blocking

1. A late create response can close or hijack the link dialog (apps/web/src/components/pages/kv-cache/LinkEngineDialog.tsx:41)
The create mutation's onSuccess is set at the useMutation level, so it still runs after the dialog has been closed and reset() called. Scrape engine: save (the backend test scrape takes a few seconds), close the dialog, reopen it and start typing. The old request resolves, close(false) runs, and the new dialog closes and loses its input. OTLP: close during the pending create, reopen later, and the dialog jumps straight to the old engine's collector snippet. Pass the callbacks to mutate() and ignore results for a dialog session that has ended (or check an open/session ref).

2. The KV Cache sidebar entry is hidden when it's needed most (apps/web/src/components/layout/AppSidebar.tsx:35)
For licensed users the entry only shows when LMCache keys are detected or an engine is linked. A Pro user whose LMCache writes to another DB, or who only pushes metrics over OTLP, has hasLmcache=false and no engines. They never see the entry, so the "not detected" view with Rescan and "Link an engine" can only be reached by typing /kv-cache. This contradicts docs/kv-cache-monitoring.md. The entry is also missing while status loads and stays hidden for good if the status request errors. I'd show it for all licensed users.

3. The collector snippet breaks for some engine ids (apps/web/src/components/pages/kv-cache/collector-snippet.ts:23)
The engine id goes into the YAML as an unquoted scalar, and the DTO allows anything matching ^[A-Za-z0-9._-]{1,64}$. Ids like 0123, 1e3, 1.50 or null are parsed by the collector as numbers or null. The resulting attribute doesn't match byOtlpId, so every point is dropped as unknown_engine and the pasted snippet silently never works. Quote the value: value: '<id>'.

4. Scrape URL credentials are shown in plain text (apps/web/src/components/pages/kv-cache/KvCacheEngines.tsx:82)
The Target column renders engine.scrapeUrl verbatim, and IsUrl allows userinfo. http://user:s3cret@vllm:8000/metrics is shown to every viewer, including read-only members, and it's also in the /kv-cache/status response. The auth header field is masked, so this should be too. Ideally strip userinfo on the API side, or at least mask it in the UI.

Non-blocking

  • Threshold input (KvCacheSettingsSheet.tsx:94): saves only on blur. Enter does nothing, and closing the sheet with Escape can unmount it without a blur, so the edit is lost. Save on Enter, or switch to an explicit save.
  • Charts stop refreshing on presets (apps/web/src/pages/KvCache.tsx:33): any picked range sets refetchInterval to false, but presets end at endOfDay(now). Keep polling while the range end is in the future.
  • Silent toggle failure (KvCacheEngines.tsx:29): the enable/disable mutation has no error handling. A failed PATCH just snaps the switch back, and the user thinks the engine is off while it keeps scraping. A toast would do.
  • Duplicate fetches (KvCache.tsx:56): with no range picked, history and liveHistory both fetch the same 6-hour footprint history every 60s, and recent makes a separate samples call that could be derived from the existing buckets.
  • Dead API surface (apps/web/src/api/kv-cache.ts:39): listEngines and kvCacheKeys.engines are never queried (engines come from /status), yet useInvalidateEngines invalidates that key. The engineId/model sample params are never passed either. Remove them, or use the key helpers instead of the literal ['kv-cache','samples',connectionId].

Housekeeping

Please remove the Co-Authored-By: Claude ... trailers from the commits before merge (8e50483, 5244dc9, 4e42397, 1a6681f, 81613c6, bab092a, 8dea763, 1132a25, ce2ef8f), so they don't end up in master history.

- Ignore link-engine create results from a closed dialog session
- Show the KV Cache sidebar entry to every licensed user
- Quote the engine id in the collector snippet YAML
- Mask scrape URL credentials in API engine DTOs and the Engines table
- Save the alert threshold on Enter and when the sheet closes
- Keep polling charts while the picked range ends in the future
- Show an error when enabling or disabling an engine fails
- Reuse live footprint history for the default chart range
- Drop unused listEngines, engines key and sample filter params
@jamby77

jamby77 commented Oct 20, 2026

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@KIvanow thanks for the review. Everything is addressed in f5a7243 and merged forward into kv-cache/followups (#533).

Blocking

  1. Late create response. The UI callbacks now go to mutate(), not useMutation. Each dialog session gets a counter that changes on open and close, so a result from an earlier session is ignored. Only the query invalidation stays at the useMutation level, because the engine does get created either way. New tests cover both cases: a scrape save that resolves after close and reopen leaves the new dialog and its input alone, and an OTLP create no longer jumps to the old snippet.
  2. Sidebar entry. KV Cache now shows for every licensed user. It no longer depends on the status query, so it is there while status loads, after it errors, and when nothing is detected or linked.
  3. Collector snippet. The engine id is now a single-quoted YAML scalar, value: '<id>'. There are tests for 0123, 1e3, 1.50, null and true.
  4. Scrape URL credentials. toPublicEngine masks userinfo as scheme://***@host/.... Every engine DTO goes through it: /kv-cache/status, engine list, create and update. The Engines table Target column masks the URL again as a second line of defence. The stored URL used for scraping is unchanged. The mask helper lives in @betterdb/shared, so the API and web share it.

Non-blocking

  • Threshold input: saves on Enter and when the sheet closes, including Escape. A guard stops the following blur from sending the same value twice.
  • Chart polling: charts keep polling while the picked range ends in the future, so presets ending at endOfDay(now) keep refreshing. Polling stops once the range is fully in the past.
  • Toggle failure: a failed enable/disable now shows an inline error ("Could not update : "). The web app has no toast library and I didn't want to add one for this, so the error matches the existing inline errors in the delete dialog.
  • Duplicate fetches: with no range picked, the charts reuse the live 6-hour history and the separate history query is disabled. I left recent as its own call. Deriving the 15-minute hit rate from the chart buckets depends on their granularity and would duplicate the server's range hit-rate math, which is more than a small change.
  • Dead API surface: removed listEngines, kvCacheKeys.engines and the unused engineId/model sample params. Engine invalidation now uses a new kvCacheKeys.samplesAll helper in place of the literal key.

Housekeeping

Removing the Co-Authored-By trailers means rewriting history and force-pushing the stack. I'll handle that separately.

Earlier review (2026-10-12)

All three items were already on the branch: the Link engine flow is reachable from the not-detected state, the snippet has the token-less caveat above headers:, liveHistory has its own query key, and the docs say the table doesn't edit scrape URLs.

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Cursor Bugbot has reviewed your changes using default effort and found 2 potential issues.

Fix All in Cursor

❌ Bugbot Autofix is OFF. To automatically fix reported issues with cloud agents, enable autofix in the Cursor dashboard.

Reviewed by Cursor Bugbot for commit f5a7243. Configure here.

Comment thread apps/web/src/components/pages/kv-cache/KvCacheSettingsSheet.tsx
Comment thread apps/web/src/components/pages/kv-cache/LinkEngineDialog.tsx
- Clear the submitted hit-rate threshold when its save fails so blur or
  Enter can retry it
- Ignore Scrape/OTLP tab switches while a create is in flight instead of
  resetting the pending mutation

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3 participants