Skip to content

feat(webapp): per-client database pool metrics that survive the driver adapter - #4541

Draft
ericallam wants to merge 2 commits into
mainfrom
feat/db-pool-metrics-per-client
Draft

feat(webapp): per-client database pool metrics that survive the driver adapter#4541
ericallam wants to merge 2 commits into
mainfrom
feat/db-pool-metrics-per-client

Conversation

@ericallam

@ericallam ericallam commented Aug 8, 2026

Copy link
Copy Markdown
Member

What

Follow-up to #4539. The driver-adapter work is inert until a client flips to the pg driver adapter, but the moment one does, our database observability degrades: the OTel metrics pipeline reads pool stats from Prisma's $metrics, which is owned by the Rust engine's quaint pool. Under the adapter, pg.Pool owns the pool, so those gauges read zero. The pipeline also only ever scraped a single client (the control-plane writer singleton).

This PR makes database metrics driver-agnostic and per-client:

  • Every configured client registers a metrics source: control-plane writer/replica, run-ops writer/replica, legacy writer/replica. Previously only the control-plane writer singleton was scraped.
  • Each OTel instrument is observed per client with db_client and db_driver (quaint | pg-adapter) attributes. db_client uses our canonical datasource-role labels (control-plane-writer, control-plane-replica, run-ops-writer, run-ops-replica, legacy-run-ops-writer, legacy-run-ops-replica) — the same strings used for the db.datasource span attribute, so a metric and a trace point at the same pool.
  • Pool figures come from the authoritative source per driver:
    • pg-adapter: pg.Pool (totalCount/idleCount/waitingCount, plus cumulative opened/closed from connect/remove events).
    • quaint: the Rust engine's $metrics pool gauges/counters, exactly as before.
  • Query counters and duration histograms still come from $metrics for both drivers (the Rust engine executes queries in both cases).
  • New db.pool.connections.waiting gauge (pg.Pool exposes this; quaint reports 0).
  • Stops exporting Prisma metrics from the Prometheus /metrics route. Pool observability now lives entirely in the OTel pipeline, per driver, per client.

Why

So we can flip any client (including the control-plane writer, the primary desync-fix target) to the driver adapter without losing pool visibility. Existing dashboards keyed on the same metric names keep working; they gain a per-client dimension.

Testing

Unit (apps/webapp/app/utils/databaseMetrics.server.test.ts): the pure normalizer — quaint reads pool from $metrics; adapter reads pool from pg.Pool and keeps engine query metrics; busy never goes negative; graceful zeroing when $metrics is unavailable (adapter still reports live pool figures).

Live smoke test against a prod-shaped local stack: three physically-distinct Postgres DBs (control-plane, run-ops, legacy) behind dual PgBouncers, split mode on, with a mix of adapter and quaint clients. Reading the actual emitted OTel metrics, every pool shows up as its own series:

db.pool.connections.total{db_client="control-plane-writer",  db_driver="pg-adapter"} = 1
db.pool.connections.total{db_client="control-plane-replica", db_driver="quaint"}     = 1
db.pool.connections.total{db_client="run-ops-writer",        db_driver="pg-adapter"} = 1
db.pool.connections.total{db_client="run-ops-replica",       db_driver="quaint"}     = 1
db.pool.connections.total{db_client="legacy-run-ops-writer", db_driver="quaint"}     = 1
db.pool.connections.total{db_client="legacy-run-ops-replica",db_driver="quaint"}     = 1
db.client.queries.total{db_client="control-plane-writer",db_driver="pg-adapter"} = incrementing
db.client.queries.duration.count{db_client="control-plane-writer",db_driver="pg-adapter"} = incrementing

Confirms: metrics are attributed per pool with the correct driver; adapter pools' figures come from pg.Pool; and query counters/duration histograms keep incrementing under the pg adapter. Also verified /metrics (Prometheus) now returns zero prisma_* series while still serving the app's own metrics.

pnpm run typecheck --filter webapp passes.

Notes

  • /metrics (Prometheus) no longer includes prisma_* series. Anything scraping that endpoint for Prisma metrics should read the equivalent db.* metrics from the OTel exporter instead.
  • PgBouncer + ?schema= gotcha (separate from this PR, worth flagging for rollout): since feat(webapp,database): opt-in per-client Prisma driver adapters #4539 parses ?schema= from the DSN and passes { schema } to the adapter, node-postgres sends search_path as a startup parameter. A transaction-mode PgBouncer rejects that with FATAL: unsupported startup parameter: search_path. Our prod control-plane DSNs use the default public schema with no ?schema= param, so this is latent, but any client we flip to the adapter must not carry ?schema= in its DSN (or the pooler needs ignore_startup_parameters = search_path).

…r adapter

Report Prisma pool and query metrics for every configured client (control-plane
writer/replica, run-ops writer/replica, legacy writer/replica) instead of only
the control-plane writer, tagged with db_client and db_driver attributes.

Pool figures come from the authoritative source per driver: pg.Pool
(totalCount/idleCount/waitingCount + connect/remove counters) for driver-adapter
clients, and the Rust engine metrics for quaint clients. Query counters and
duration histograms come from prisma metrics for both. Adds a
db.pool.connections.waiting gauge.

Stops exporting Prisma metrics from the Prometheus /metrics route; pool
observability now lives entirely in the OTel pipeline.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01KHjfL7qXHia5DTnxi1RePS
@changeset-bot

changeset-bot Bot commented Aug 8, 2026

Copy link
Copy Markdown

⚠️ No Changeset found

Latest commit: 5d964b2

Merging this PR will not cause a version bump for any packages. If these changes should not result in a new version, you're good to go. If these changes should result in a version bump, you need to add a changeset.

This PR includes no changesets

When changesets are added to this PR, you'll see the packages that this PR includes changesets for and the associated semver types

Click here to learn what changesets are, and how to add one.

Click here if you're a maintainer who wants to add a changeset to this PR

@github-actions

github-actions Bot commented Aug 8, 2026

Copy link
Copy Markdown
Contributor

Observability map

As of 5d964b2.

18/100 over 413 measured of 429 entry points (base 18, no change)

What this PR changed
No entry point this PR touches changed its score.

FIX FIRST

  • /api/v1/projects/:projectRef/envvars (sensitive) - auth-boundary, request-context
  • /auth/sso (sensitive) - auth-boundary, request-context
  • /_app/orgs/:organizationSlug/settings/team (sensitive) - error-classification, auth-scope, request-context

AUDIT 3 of 50 sensitive mutations record an actor. 47 without one.
CONTEXT 11 of 413 entry points name a tenant on a failure path. 325 appear only here, 39 of them sensitive, in the JSON rather than the fix list.

What the score is made of
CHECKS
  error-classification  168 applicable,  94 pass,   0 sole, global without it 10
  auth-boundary          62 applicable,  57 pass,   0 sole, global without it 15
  auth-scope             19 applicable,  17 pass,   0 sole, global without it 18
  request-context       413 applicable,  11 pass, 223 sole, global without it 64
  audit-trail            50 applicable,   3 pass,   0 sole, not in the score

The score and findings here are report-only and never gate the merge. Separately, a required test suite keeps this tool's symbol and route lists in sync with the code they name, and can fail a pull request that renames or removes a symbol they reference, or that adds the first route with a segment they anticipate. Each failure names the list to edit. The rules and their reasons: internal-packages/observability-map/README.md.

@coderabbitai

coderabbitai Bot commented Aug 8, 2026

Copy link
Copy Markdown
Contributor

Review Change Stack

Walkthrough

The change adds a shared database metrics registry and normalization layer. Standard Prisma and driver-adapter clients register pool, connection, query, and histogram sources. The tracer collects metrics for every registered client and records client and driver attributes, including waiting connections. The metrics route now serves the shared metrics register without separate Prisma collection. Tests cover normalization, pool statistics, histograms, fallback values, and nonnegative busy counts.

🚥 Pre-merge checks | ✅ 4 | ❌ 1

❌ Failed checks (1 warning)

Check name Status Explanation Resolution
Docstring Coverage ⚠️ Warning Docstring coverage is 0.00% which is insufficient. The required threshold is 80.00%. Write docstrings for the functions missing them to satisfy the coverage threshold.
✅ Passed checks (4 passed)
Check name Status Explanation
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.
Title check ✅ Passed The title clearly and concisely describes the main change: per-client database pool metrics that work with driver adapters.
Description check ✅ Passed The description clearly explains the change, rationale, implementation details, testing, and rollout notes; some template headings are omitted.
✨ Finishing Touches 💡 2
📝 Generate docstrings 💡
  • Create stacked PR
  • Commit on current branch
🛠️ Fix failing CI checks 💡
  • Create stacked PR
  • Commit on current branch
🧪 Generate unit tests (beta)
  • Create PR with unit tests
  • Commit unit tests in branch feat/db-pool-metrics-per-client

Thanks for using CodeRabbit! It's free for OSS, and your support helps us grow. If you like it, consider giving us a shout-out.

❤️ Share

Comment @coderabbitai help to get the list of available commands.

@coderabbitai coderabbitai Bot left a comment

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Actionable comments posted: 1

🧹 Nitpick comments (6)
apps/webapp/app/utils/databaseMetrics.server.ts (2)

88-113: 📐 Maintainability & Code Quality | 🔵 Trivial | 💤 Low value

The driver label can disagree with the pool source.

If usesDriverAdapter is true and pool is undefined, line 89 falls through to the Prisma-gauge branch, but line 113 still reports driver: "pg-adapter". A driver-adapter client returns no prisma_pool_connections_* gauges, so the series reports zeros under a pg-adapter label. Current callers in db.server.ts always pass pool together with usesDriverAdapter: true, so this is a latent contract gap rather than an active bug.

Consider deriving driver from the same condition used to select the pool source.

♻️ Proposed change
   let pool: NormalizedPoolMetrics;
-  if (source.usesDriverAdapter && source.pool) {
+  const usesAdapterPool = source.usesDriverAdapter && source.pool !== undefined;
+  if (usesAdapterPool && source.pool) {
-    driver: source.usesDriverAdapter ? "pg-adapter" : "quaint",
+    driver: usesAdapterPool ? "pg-adapter" : "quaint",

Alternatively, model the source as a discriminated union so pool is required when usesDriverAdapter is true.


131-143: 📐 Maintainability & Code Quality | 🔵 Trivial | ⚡ Quick win

Silent catch hides repeated $metrics failures.

The empty catch discards the error. For a quaint client, the result is a full set of zeroed pool and query series, which is indistinguishable from a genuinely idle pool. Operators cannot tell that collection failed.

Note that $metrics requires the metrics preview feature. If it is not enabled, every scrape reports zeros with no signal.

Consider logging at debug level with the clientType, and consider omitting query metrics when json is undefined instead of reporting zeros.

apps/webapp/app/utils/databaseMetrics.server.test.ts (1)

100-119: 📐 Maintainability & Code Quality | 🔵 Trivial | ⚡ Quick win

Cover collectDatabaseClientMetrics with a rejecting client.

This test passes undefined directly, so it verifies normalizeDatabaseMetrics only. The try/catch in collectDatabaseClientMetrics is the code that converts a rejected $metrics.json() into undefined, and no test exercises it. registerDatabaseMetricsSource and resetDatabaseMetricsSources are also untested.

Consider adding a test that registers a source whose $metrics.json() rejects, then asserts that collectDatabaseClientMetrics resolves and that one failing client does not fail the other clients.

💚 Proposed test
+  it("resolves when one client's $metrics rejects", async () => {
+    resetDatabaseMetricsSources();
+    registerDatabaseMetricsSource({
+      clientType: "writer",
+      usesDriverAdapter: false,
+      client: { $metrics: { json: async () => Promise.reject(new Error("boom")) } },
+    });
+    registerDatabaseMetricsSource({
+      clientType: "reader",
+      usesDriverAdapter: false,
+      client: stubClient,
+    });
+
+    const results = await collectDatabaseClientMetrics();
+
+    expect(results).toHaveLength(2);
+    expect(results[0]?.counters.queriesTotal).toBe(0);
+    expect(results[1]?.counters.queriesTotal).toBe(100);
+  });

The registry is module-level state, so call resetDatabaseMetricsSources() in an afterEach to keep tests isolated.

apps/webapp/app/db.server.ts (2)

441-488: 📐 Maintainability & Code Quality | 🔵 Trivial | 💤 Low value

buildDriverAdapterPool changes look correct.

connect fires when the pool establishes a new physical connection, and remove fires when the pool discards one, so opened and closed are valid monotonic counters. Returning the pool alongside the adapter gives the normalizer an authoritative totalCount/idleCount/waitingCount source.

One note: disposeExternalPool: true means the adapter owns pool teardown. The returned pool reference is retained by the metrics registry for the process lifetime. If a client is ever torn down and rebuilt, the stale pool stays registered. See the related comment on the registry in apps/webapp/app/utils/databaseMetrics.server.ts.


587-597: 📐 Maintainability & Code Quality | 🔵 Trivial | ⚡ Quick win

Extract the repeated registerDatabaseMetricsSource call into a helper. The same ternary that builds a DatabaseMetricsSource from driverPool appears four times in apps/webapp/app/db.server.ts. Only the client variable differs. The shared root cause is a missing helper next to buildDriverAdapterPool.

Add the helper once:

function registerClientMetrics(
  clientType: string,
  client: PrismaClient | RunOpsPrismaClient,
  driverPool: DriverAdapterPool | undefined
) {
  registerDatabaseMetricsSource(
    driverPool
      ? {
          clientType,
          usesDriverAdapter: true,
          client,
          pool: driverPool.pool,
          poolCounters: driverPool.poolCounters,
        }
      : { clientType, usesDriverAdapter: false, client }
  );
}
  • apps/webapp/app/db.server.ts#L587-L597: replace the block in buildWriterClient with registerClientMetrics(clientType, client, driverPool);.
  • apps/webapp/app/db.server.ts#L771-L781: replace the block in buildReplicaClient with registerClientMetrics(clientType, replicaClient, driverPool);.
  • apps/webapp/app/db.server.ts#L897-L907: replace the block in buildRunOpsWriterClient with registerClientMetrics(clientType, client, driverPool);.
  • apps/webapp/app/db.server.ts#L994-L1004: replace the block in buildRunOpsReplicaClient with registerClientMetrics(clientType, client, driverPool);.
apps/webapp/app/v3/tracer.server.ts (1)

520-534: 🗄️ Data Integrity & Integration | 🔵 Trivial | ⚡ Quick win

Plan for series-shape changes on deployment.

Adding db_client and db_driver labels changes each emitted series from one unlabelled series per metric into one series per registered client. Update external queries and alerts on rollout, or aggregate with sum by (...) before comparison.

Both labels are bounded, so this does not introduce high-cardinality attributes.

Source: Coding guidelines


ℹ️ Review info
⚙️ Run configuration

Configuration used: Repository UI

Review profile: CHILL

Plan: Pro Plus

Run ID: 45a6ca06-928e-4618-9b24-a2c992b9b404

📥 Commits

Reviewing files that changed from the base of the PR and between 90e8bd5 and c71c46b.

📒 Files selected for processing (6)
  • .server-changes/db-pool-metrics-per-client.md
  • apps/webapp/app/db.server.ts
  • apps/webapp/app/routes/metrics.ts
  • apps/webapp/app/utils/databaseMetrics.server.test.ts
  • apps/webapp/app/utils/databaseMetrics.server.ts
  • apps/webapp/app/v3/tracer.server.ts
📜 Review details
🧰 Additional context used
📓 Path-based instructions (13)
**/*.{ts,tsx}

📄 CodeRabbit inference engine (.github/copilot-instructions.md)

**/*.{ts,tsx}: Use types over interfaces for TypeScript
Avoid using enums; prefer string unions or const objects instead

**/*.{ts,tsx}: Prefer static imports over dynamic import(); use dynamic imports only for unresolvable circular dependencies, genuine performance code splitting, or conditional runtime loading.
Import Trigger.dev tasks from @trigger.dev/sdk; never use @trigger.dev/sdk/v3 or deprecated client.defineJob.
Add agentcrumbs while writing code using approved namespaces; mark lines with // @Crumbs or blocks with `// `#region` `@crumbs, and strip them before merging.

Files:

  • apps/webapp/app/utils/databaseMetrics.server.test.ts
  • apps/webapp/app/routes/metrics.ts
  • apps/webapp/app/utils/databaseMetrics.server.ts
  • apps/webapp/app/v3/tracer.server.ts
  • apps/webapp/app/db.server.ts
{packages/core,apps/webapp}/**/*.{ts,tsx}

📄 CodeRabbit inference engine (.github/copilot-instructions.md)

Use zod for validation in packages/core and apps/webapp

Files:

  • apps/webapp/app/utils/databaseMetrics.server.test.ts
  • apps/webapp/app/routes/metrics.ts
  • apps/webapp/app/utils/databaseMetrics.server.ts
  • apps/webapp/app/v3/tracer.server.ts
  • apps/webapp/app/db.server.ts
**/*.{ts,tsx,js,jsx}

📄 CodeRabbit inference engine (.github/copilot-instructions.md)

Use function declarations instead of default exports

Files:

  • apps/webapp/app/utils/databaseMetrics.server.test.ts
  • apps/webapp/app/routes/metrics.ts
  • apps/webapp/app/utils/databaseMetrics.server.ts
  • apps/webapp/app/v3/tracer.server.ts
  • apps/webapp/app/db.server.ts
**/*.{test,spec}.{ts,tsx}

📄 CodeRabbit inference engine (.github/copilot-instructions.md)

Use vitest for all tests in the Trigger.dev repository

**/*.{test,spec}.{ts,tsx}: Use Vitest exclusively and never mock dependencies; use Testcontainers for integration dependencies.
Place test files next to the source files they test.

Files:

  • apps/webapp/app/utils/databaseMetrics.server.test.ts
**/*.ts

📄 CodeRabbit inference engine (.cursor/rules/otel-metrics.mdc)

**/*.ts: When creating or editing OTEL metrics (counters, histograms, gauges), ensure metric attributes have low cardinality by using only enums, booleans, bounded error codes, or bounded shard IDs
Do not use high-cardinality attributes in OTEL metrics such as UUIDs/IDs (envId, userId, runId, projectId, organizationId), unbounded integers (itemCount, batchSize, retryCount), timestamps (createdAt, startTime), or free-form strings (errorMessage, taskName, queueName)
When exporting OTEL metrics via OTLP to Prometheus, be aware that the exporter automatically adds unit suffixes to metric names (e.g., 'my_duration_ms' becomes 'my_duration_ms_milliseconds', 'my_counter' becomes 'my_counter_total'). Account for these transformations when writing Grafana dashboards or Prometheus queries

Files:

  • apps/webapp/app/utils/databaseMetrics.server.test.ts
  • apps/webapp/app/routes/metrics.ts
  • apps/webapp/app/utils/databaseMetrics.server.ts
  • apps/webapp/app/v3/tracer.server.ts
  • apps/webapp/app/db.server.ts
apps/webapp/**/*.{ts,tsx}

📄 CodeRabbit inference engine (.cursor/rules/webapp.mdc)

apps/webapp/**/*.{ts,tsx}: Access environment variables through the env export of env.server.ts instead of directly accessing process.env
Use subpath exports from @trigger.dev/core package instead of importing from the root @trigger.dev/core path

Do not reintroduce the removed v1 execution path; RunEngineVersion.V1 branches may only reject or finalize gracefully so v3 clients receive a clean 4xx, never a 5xx.

Files:

  • apps/webapp/app/utils/databaseMetrics.server.test.ts
  • apps/webapp/app/routes/metrics.ts
  • apps/webapp/app/utils/databaseMetrics.server.ts
  • apps/webapp/app/v3/tracer.server.ts
  • apps/webapp/app/db.server.ts
apps/webapp/**/*.test.{ts,tsx}

📄 CodeRabbit inference engine (.cursor/rules/webapp.mdc)

Do not import env.server.ts directly or indirectly into test files; instead pass environment-dependent values through options/parameters to make code testable

Files:

  • apps/webapp/app/utils/databaseMetrics.server.test.ts
apps/**/*.{ts,tsx}

📄 CodeRabbit inference engine (AGENTS.md)

For apps, use typecheck for verification and never use build as the correctness check.

Files:

  • apps/webapp/app/utils/databaseMetrics.server.test.ts
  • apps/webapp/app/routes/metrics.ts
  • apps/webapp/app/utils/databaseMetrics.server.ts
  • apps/webapp/app/v3/tracer.server.ts
  • apps/webapp/app/db.server.ts
apps/webapp/app/**/*.{ts,tsx}

📄 CodeRabbit inference engine (apps/webapp/CLAUDE.md)

apps/webapp/app/**/*.{ts,tsx}: For dashboard changes, visually verify the running Remix app with Chrome DevTools MCP, using snapshots, screenshots, interaction, and console-message checks as appropriate.
Use useCallback and useMemo only for context provider values, expensive derived data used as a dependency, or stable references required by dependency arrays; do not wrap ordinary event handlers or trivial computations.
Use named constants for sentinel or placeholder values instead of scattering raw string literals across comparisons.

Files:

  • apps/webapp/app/utils/databaseMetrics.server.test.ts
  • apps/webapp/app/routes/metrics.ts
  • apps/webapp/app/utils/databaseMetrics.server.ts
  • apps/webapp/app/v3/tracer.server.ts
  • apps/webapp/app/db.server.ts
apps/webapp/app/**/*.ts

📄 CodeRabbit inference engine (apps/webapp/CLAUDE.md)

apps/webapp/app/**/*.ts: Never use request.signal to detect client disconnects. Use getRequestAbortSignal() from app/services/httpAsyncStorage.server.ts, which is wired to Express response close events.
Access environment variables through the env export from app/env.server.ts; never use process.env directly.
Always use Prisma findFirst instead of findUnique.
Always use the $transaction helper from ~/db.server, never call prisma.$transaction or $replica.$transaction directly. Pass isolation levels as strings, use Serializable for correctness-critical read-then-write invariants, and guard possibly undefined helper results when a definite value is required.

Files:

  • apps/webapp/app/utils/databaseMetrics.server.test.ts
  • apps/webapp/app/routes/metrics.ts
  • apps/webapp/app/utils/databaseMetrics.server.ts
  • apps/webapp/app/v3/tracer.server.ts
  • apps/webapp/app/db.server.ts
apps/webapp/**/*.{test,spec}.{ts,tsx}

📄 CodeRabbit inference engine (apps/webapp/CLAUDE.md)

Test files must not import app/env.server.ts; pass configuration as options instead.

Files:

  • apps/webapp/app/utils/databaseMetrics.server.test.ts
apps/webapp/app/routes/**/*.ts

📄 CodeRabbit inference engine (apps/webapp/CLAUDE.md)

apps/webapp/app/routes/**/*.ts: Use Remix flat-file route conventions with dot-separated segments; for example, api.v1.tasks.$taskId.trigger.ts maps to /api/v1/tasks/:taskId/trigger.
PAT-authenticated API routes must resolve their target organization or project within the caller's membership scope, using a membership filter or a helper such as findProjectByRef or resolveOrganizationForApiUser; RBAC authorization alone is insufficient.

Files:

  • apps/webapp/app/routes/metrics.ts
apps/webapp/app/v3/**/*.ts

📄 CodeRabbit inference engine (apps/webapp/CLAUDE.md)

New code must target Run Engine V2 through the singleton in app/v3/runEngine.server.ts; do not reintroduce V1 execution paths. V1 branches may only reject or finalize gracefully with a clean 4xx.

Files:

  • apps/webapp/app/v3/tracer.server.ts
🧠 Learnings (20)
📚 Learning: 2026-05-14T14:54:39.095Z
Learnt from: ericallam
Repo: triggerdotdev/trigger.dev PR: 3545
File: .server-changes/agent-view-sessions.md:10-10
Timestamp: 2026-05-14T14:54:39.095Z
Learning: In the `trigger.dev` repository, do not flag inconsistent dot vs slash notation in route/path strings inside `.server-changes/*.md` files. These markdown files are consumed verbatim into the changelog, so the mixed notation (e.g., `resources.orgs.../runs.$runParam/...`) is intentional and should be preserved as-is.

Applied to files:

  • .server-changes/db-pool-metrics-per-client.md
📚 Learning: 2026-07-26T13:14:02.968Z
Learnt from: ericallam
Repo: triggerdotdev/trigger.dev PR: 4378
File: .server-changes/realtime-run-reads-from-primary.md:0-0
Timestamp: 2026-07-26T13:14:02.968Z
Learning: For files in the .server-changes directory, the body text is published verbatim as dashboard-facing user release notes. Write entries in terms of user-visible behavior (what users can do/see), and avoid implementation-oriented details such as environment-variable names, internal mechanisms, or configuration knobs. If you need to include operational/configuration specifics, put those details in the PR description instead of the .server-changes entry.

Applied to files:

  • .server-changes/db-pool-metrics-per-client.md
📚 Learning: 2026-03-22T13:26:12.060Z
Learnt from: ericallam
Repo: triggerdotdev/trigger.dev PR: 3244
File: apps/webapp/app/components/code/TextEditor.tsx:81-86
Timestamp: 2026-03-22T13:26:12.060Z
Learning: In the triggerdotdev/trigger.dev codebase, do not flag `navigator.clipboard.writeText(...)` calls for `missing-await`/`unhandled-promise` issues. These clipboard writes are intentionally invoked without `await` and without `catch` handlers across the project; keep that behavior consistent when reviewing TypeScript/TSX files (e.g., usages like in `apps/webapp/app/components/code/TextEditor.tsx`).

Applied to files:

  • apps/webapp/app/utils/databaseMetrics.server.test.ts
  • apps/webapp/app/routes/metrics.ts
  • apps/webapp/app/utils/databaseMetrics.server.ts
  • apps/webapp/app/v3/tracer.server.ts
  • apps/webapp/app/db.server.ts
📚 Learning: 2026-03-22T19:24:14.403Z
Learnt from: matt-aitken
Repo: triggerdotdev/trigger.dev PR: 3187
File: apps/webapp/app/v3/services/alerts/deliverErrorGroupAlert.server.ts:200-204
Timestamp: 2026-03-22T19:24:14.403Z
Learning: In the triggerdotdev/trigger.dev codebase, webhook URLs are not expected to contain embedded credentials/secrets (e.g., fields like `ProjectAlertWebhookProperties` should only hold credential-free webhook endpoints). During code review, if you see logging or inclusion of raw webhook URLs in error messages, do not automatically treat it as a credential-leak/secrets-in-logs issue by default—first verify the URL does not contain embedded credentials (for example, no username/password in the URL, no obvious secret/token query params or fragments). If the URL is credential-free per this project’s conventions, allow the logging.

Applied to files:

  • apps/webapp/app/utils/databaseMetrics.server.test.ts
  • apps/webapp/app/routes/metrics.ts
  • apps/webapp/app/utils/databaseMetrics.server.ts
  • apps/webapp/app/v3/tracer.server.ts
  • apps/webapp/app/db.server.ts
📚 Learning: 2026-05-18T08:21:27.694Z
Learnt from: d-cs
Repo: triggerdotdev/trigger.dev PR: 3632
File: apps/webapp/sentry.server.ts:4-21
Timestamp: 2026-05-18T08:21:27.694Z
Learning: When handling Prisma error P1001 ("Can't reach database server") in TypeScript, don’t assume a single error shape. Prisma can surface P1001 via two different error classes/fields: `PrismaClientKnownRequestError` exposes it as `err.code === "P1001"` (common during mid-query connection drops), while `PrismaClientInitializationError` exposes it as `err.errorCode === "P1001"` (common on client startup failure). Therefore, predicates should use `err.code === "P1001" || err.errorCode === "P1001"`. Do not flag `err.code === "P1001"` as “unreachable/never matches,” as it is expected in production.

Applied to files:

  • apps/webapp/app/utils/databaseMetrics.server.test.ts
  • apps/webapp/app/routes/metrics.ts
  • apps/webapp/app/utils/databaseMetrics.server.ts
  • apps/webapp/app/v3/tracer.server.ts
  • apps/webapp/app/db.server.ts
📚 Learning: 2026-05-18T08:21:27.694Z
Learnt from: d-cs
Repo: triggerdotdev/trigger.dev PR: 3632
File: apps/webapp/sentry.server.ts:4-21
Timestamp: 2026-05-18T08:21:27.694Z
Learning: When handling Prisma errors for P1001 ("Can't reach database server"), do not assume it only appears under a single property name. Prisma may surface P1001 via either `PrismaClientKnownRequestError` (`err.code === "P1001"`, e.g., mid-query connection drops) or `PrismaClientInitializationError` (`err.errorCode === "P1001"`, e.g., client startup connection failure). To reliably detect the condition, check `err.code === "P1001" || err.errorCode === "P1001"`, and avoid review rules that would incorrectly flag `err.code === "P1001"` as unreachable/never-matching.

Applied to files:

  • apps/webapp/app/utils/databaseMetrics.server.test.ts
  • apps/webapp/app/routes/metrics.ts
  • apps/webapp/app/utils/databaseMetrics.server.ts
  • apps/webapp/app/v3/tracer.server.ts
  • apps/webapp/app/db.server.ts
📚 Learning: 2026-06-13T19:53:13.759Z
Learnt from: ericallam
Repo: triggerdotdev/trigger.dev PR: 3937
File: packages/trigger-sdk/skills/realtime-and-frontend/SKILL.md:258-260
Timestamp: 2026-06-13T19:53:13.759Z
Learning: When reviewing code that uses `trigger.dev/react-hooks`’s `useRealtimeRun`, preserve the call signature where the first argument is the full realtime handle object (not `handle.id`). This is intentional to maintain type-safety and is consistent with the official docs; do not suggest changing the first argument from the handle object to `handle.id`.

Applied to files:

  • apps/webapp/app/utils/databaseMetrics.server.test.ts
  • apps/webapp/app/routes/metrics.ts
  • apps/webapp/app/utils/databaseMetrics.server.ts
  • apps/webapp/app/v3/tracer.server.ts
  • apps/webapp/app/db.server.ts
📚 Learning: 2026-06-17T17:13:49.929Z
Learnt from: matt-aitken
Repo: triggerdotdev/trigger.dev PR: 3948
File: apps/webapp/app/routes/_app.orgs.$organizationSlug.projects.$projectParam.env.$envParam.bulk-actions.$bulkActionParam/route.tsx:48-62
Timestamp: 2026-06-17T17:13:49.929Z
Learning: In triggerdotdev/trigger.dev, within `dashboardLoader`/`dashboardAction` (or similar context resolver code) whenever you resolve an organization ID from an organization slug for RBAC/enterprise authorization scope, always read from the primary Prisma client (`prisma`), not `$replica`. Using `$replica` can hit replica-lag and cause the RBAC lookup/authorization to run without the correct org scope (bypassing intended role enforcement). Implement the slug→org lookup with `prisma.organization.findFirst(...)` (or equivalent primary-client query) and add an inline comment documenting why the primary client is required (replica lag could lead to unscoped RBAC checks).

Applied to files:

  • apps/webapp/app/utils/databaseMetrics.server.test.ts
  • apps/webapp/app/routes/metrics.ts
  • apps/webapp/app/utils/databaseMetrics.server.ts
  • apps/webapp/app/v3/tracer.server.ts
  • apps/webapp/app/db.server.ts
📚 Learning: 2026-06-23T13:04:21.413Z
Learnt from: carderne
Repo: triggerdotdev/trigger.dev PR: 4023
File: apps/webapp/app/services/upsertBranch.server.ts:14-18
Timestamp: 2026-06-23T13:04:21.413Z
Learning: In TypeScript, it’s valid to `import { type X }` and then use `typeof X` in a type-only position, e.g. `type Alias = z.infer<typeof X>`. The `type` modifier suppresses the runtime import, but the type checker still has the full exported type so `z.infer<typeof X>` can resolve correctly. In code reviews, don’t flag this as a TypeScript compile error as long as `typeof X` is used in a type context (e.g., with `z.infer`, `type` aliases, generics), not as a runtime value.

Applied to files:

  • apps/webapp/app/utils/databaseMetrics.server.test.ts
  • apps/webapp/app/routes/metrics.ts
  • apps/webapp/app/utils/databaseMetrics.server.ts
  • apps/webapp/app/v3/tracer.server.ts
  • apps/webapp/app/db.server.ts
📚 Learning: 2026-05-12T21:04:05.815Z
Learnt from: ericallam
Repo: triggerdotdev/trigger.dev PR: 3542
File: apps/webapp/app/components/sessions/v1/SessionStatus.tsx:1-3
Timestamp: 2026-05-12T21:04:05.815Z
Learning: In this Remix + TypeScript codebase, do not flag a server/client boundary violation when a file imports only types from a module matching `*.server`.

Specifically, it’s safe to import types using `import type { Foo } from "*.server"` or `import { type Foo } from "*.server"` because TypeScript erases type-only imports at compile time and they emit no JavaScript, so they won’t cross the Remix server/client bundle boundary.

Only raise the boundary concern for value imports (e.g., `import { Foo }` without `type`, or `import Foo`), since those produce JavaScript output.

Applied to files:

  • apps/webapp/app/utils/databaseMetrics.server.test.ts
  • apps/webapp/app/routes/metrics.ts
  • apps/webapp/app/utils/databaseMetrics.server.ts
  • apps/webapp/app/v3/tracer.server.ts
  • apps/webapp/app/db.server.ts
📚 Learning: 2026-06-25T18:21:51.905Z
Learnt from: carderne
Repo: triggerdotdev/trigger.dev PR: 4039
File: apps/webapp/app/routes/invite-revoke.tsx:0-0
Timestamp: 2026-06-25T18:21:51.905Z
Learning: During the Zod v4 migration in the triggerdotdev/trigger.dev webapp, ensure any imports from `conform-to/zod` use the Zod-4 subpath: `conform-to/zod/v4` (e.g., `import { parseWithZod } from "conform-to/zod/v4"`). Do not import from the package root `conform-to/zod`, because it is the Zod 3 implementation and may load Zod-3-only symbols (e.g., `ZodBranded`, `ZodEffects`), which can throw at module load (notably with `zod4.4.3`). This should be enforced across `apps/webapp/**/*` where helpers like `parseWithZod` and `conformZodMessage` are used.

Applied to files:

  • apps/webapp/app/utils/databaseMetrics.server.test.ts
  • apps/webapp/app/routes/metrics.ts
  • apps/webapp/app/utils/databaseMetrics.server.ts
  • apps/webapp/app/v3/tracer.server.ts
  • apps/webapp/app/db.server.ts
📚 Learning: 2026-07-03T17:10:21.498Z
Learnt from: 0ski
Repo: triggerdotdev/trigger.dev PR: 4148
File: apps/webapp/app/models/orgMember.server.ts:149-168
Timestamp: 2026-07-03T17:10:21.498Z
Learning: In triggerdotdev/trigger.dev, `User.email` (Prisma schema: `internal-packages/database/prisma/schema.prisma`) currently does NOT use `citext` and does NOT have a `lower(email)` functional unique index. Therefore, do not introduce Prisma queries like `where: { email: { equals: <value>, mode: "insensitive" } }` (or any case-insensitive lookup) against `User.email`, because it can force sequential scans of the `users` table under load. During review, ensure email is normalized (e.g., lowercased/trimmed) before both writes and subsequent lookups, and if true case-insensitive behavior/uniqueness is required, implement it via a separate app-wide migration (e.g., switch to `citext` and/or add a functional unique index with backfill) rather than bolting it onto individual feature PRs.

Applied to files:

  • apps/webapp/app/utils/databaseMetrics.server.test.ts
  • apps/webapp/app/routes/metrics.ts
  • apps/webapp/app/utils/databaseMetrics.server.ts
  • apps/webapp/app/v3/tracer.server.ts
  • apps/webapp/app/db.server.ts
📚 Learning: 2026-05-18T14:40:02.173Z
Learnt from: ericallam
Repo: triggerdotdev/trigger.dev PR: 3658
File: packages/core/src/v3/realtimeStreams/manager.test.ts:1-147
Timestamp: 2026-05-18T14:40:02.173Z
Learning: In the triggerdotdev/trigger.dev repo, the policy “Never mock anything — use testcontainers instead” should only be enforced for integration tests that interact with real external services (e.g., Redis, Postgres) via actual infrastructure. For unit tests that exercise pure in-memory logic (e.g., cache semantics) it is OK to stub collaborators such as `ApiClient` using Vitest (`vi.fn()`) to assert call counts or control behavior. Do not flag `vi.fn()`-based `ApiClient` stubs in unit tests as violations of the testcontainers policy.

Applied to files:

  • apps/webapp/app/utils/databaseMetrics.server.test.ts
📚 Learning: 2026-06-04T18:16:35.386Z
Learnt from: nicktrn
Repo: triggerdotdev/trigger.dev PR: 3836
File: apps/supervisor/src/backpressure/backpressureMonitor.ts:3-5
Timestamp: 2026-06-04T18:16:35.386Z
Learning: When reviewing TypeScript in this repo, apply the rule “prefer type aliases over interfaces” only to data/object shapes and union/intersection type modeling. If an interface is being used as a behavioral contract for collaborators to implement (e.g., method-shape interfaces that define required behavior, such as `BackpressureLogger` / `BackpressureSignalSource` in `apps/supervisor/src/backpressure/backpressureMonitor.ts`), keep it as an `interface` and do not flag it as a type-alias-vs-interface violation.

Applied to files:

  • apps/webapp/app/utils/databaseMetrics.server.test.ts
  • apps/webapp/app/routes/metrics.ts
  • apps/webapp/app/utils/databaseMetrics.server.ts
  • apps/webapp/app/v3/tracer.server.ts
  • apps/webapp/app/db.server.ts
📚 Learning: 2026-06-09T17:58:04.699Z
Learnt from: 0ski
Repo: triggerdotdev/trigger.dev PR: 3879
File: apps/webapp/app/models/vercelIntegration.server.ts:619-630
Timestamp: 2026-06-09T17:58:04.699Z
Learning: In this codebase, outbound raw `fetch` calls should typically rely on Node/undici’s default request timeout (about ~300s) rather than adding a per-call `AbortController` + `setTimeout` wrapper inside individual functions (e.g. in files like `apps/webapp/app/models/vercelIntegration.server.ts`). During code review, do not flag the absence of a per-call timeout on a single `fetch` as an issue; if per-call timeouts are needed, they should be implemented via a codebase-wide convention (e.g., a shared fetch wrapper or documented pattern) rather than ad-hoc per-function changes.

Applied to files:

  • apps/webapp/app/utils/databaseMetrics.server.test.ts
  • apps/webapp/app/routes/metrics.ts
  • apps/webapp/app/utils/databaseMetrics.server.ts
  • apps/webapp/app/v3/tracer.server.ts
  • apps/webapp/app/db.server.ts
📚 Learning: 2026-06-16T09:19:47.637Z
Learnt from: d-cs
Repo: triggerdotdev/trigger.dev PR: 3960
File: apps/webapp/test/prismaInfrastructureErrorCapture.test.ts:0-0
Timestamp: 2026-06-16T09:19:47.637Z
Learning: In this repo’s Vitest setup, `vitest.config.ts` uses `globals: true`, so identifiers like `vi`, `describe`, `it`, and `expect` are available as globals in Vitest test files. During code review, do not flag missing `vi`/`describe`/`it`/`expect` imports as a runtime error or correctness issue when they’re used in `*.test.ts/tsx` or `*.spec.ts/tsx` files. Explicit imports are still preferred for consistency, but they’re not required for runtime behavior.

Applied to files:

  • apps/webapp/app/utils/databaseMetrics.server.test.ts
📚 Learning: 2026-05-05T09:38:02.512Z
Learnt from: d-cs
Repo: triggerdotdev/trigger.dev PR: 3523
File: apps/webapp/app/routes/api.v3.batches.ts:178-181
Timestamp: 2026-05-05T09:38:02.512Z
Learning: When reviewing code that catches `ServiceValidationError` in `*.server.ts` files, do not blindly forward `error.status` to HTTP responses, because SVEs may be thrown with non-default statuses (e.g., 400/500) and forwarding them can cause client-visible behavioral regressions (e.g., surfacing 500s to clients). Prefer a safe default response status of `error.status ?? 422`, but only after confirming via the reachable call graph that the caught `ServiceValidationError` instances are expected to carry those non-default statuses; otherwise, normalize to `422` to avoid unexpected client-visible 5xx behavior.

Applied to files:

  • apps/webapp/app/utils/databaseMetrics.server.ts
  • apps/webapp/app/v3/tracer.server.ts
  • apps/webapp/app/db.server.ts
📚 Learning: 2026-03-29T19:16:28.864Z
Learnt from: nicktrn
Repo: triggerdotdev/trigger.dev PR: 3291
File: apps/webapp/app/v3/featureFlags.ts:53-65
Timestamp: 2026-03-29T19:16:28.864Z
Learning: When reviewing TypeScript code that uses Zod v3, treat `z.coerce.*()` schemas as their direct Zod type (e.g., `z.coerce.boolean()` returns a `ZodBoolean` with `_def.typeName === "ZodBoolean"`) rather than a `ZodEffects`. Only `.preprocess()`, `.refine()`/`.superRefine()`, and `.transform()` are expected to wrap schemas in `ZodEffects`. Therefore, in reviewers’ logic like `getFlagControlType`, do not flag/unblock failures that require unwrapping `ZodEffects` when the input schema is a `z.coerce.*` schema.

Applied to files:

  • apps/webapp/app/v3/tracer.server.ts
📚 Learning: 2026-06-09T16:27:26.195Z
Learnt from: myftija
Repo: triggerdotdev/trigger.dev PR: 3878
File: apps/webapp/app/v3/services/computeTemplateCreation.server.ts:0-0
Timestamp: 2026-06-09T16:27:26.195Z
Learning: When working in triggerdotdev/trigger.dev code related to worker-group/region default resolution (e.g., defaultWorkerInstanceGroupId handling used by getGlobalDefaultWorkerGroup, getDefaultWorkerGroupForProject, and RegionsPresenter), do NOT add org-level featureFlags overrides in only one resolution site. That can cause template creation routing/decisions to diverge from actual run routing. If org-level override of the default region/worker group is required, it must be centralized in getGlobalDefaultWorkerGroup so every resolution path remains aligned.

Applied to files:

  • apps/webapp/app/v3/tracer.server.ts
📚 Learning: 2026-05-14T08:21:07.614Z
Learnt from: d-cs
Repo: triggerdotdev/trigger.dev PR: 3614
File: apps/webapp/app/v3/mollifier/mollifierGate.server.ts:48-52
Timestamp: 2026-05-14T08:21:07.614Z
Learning: When using Trigger.dev v3 feature flags in the webapp, prefer the existing per-org gating mechanism supported by `flag()` via the `overrides` argument. Pass `Organization.featureFlags` (from `environment.organization.featureFlags`) as the `overrides` value; overrides must take precedence over the global `featureFlag` row. Do not require schema changes or add an `orgId` field to `FlagsOptions` for per-org gating—use the overrides pattern consistently (e.g., in gate flows like `resolveOrgFlag` and any server code that threads `environment.organization.featureFlags` into the gate call).

Applied to files:

  • apps/webapp/app/v3/tracer.server.ts
🔇 Additional comments (5)
apps/webapp/app/utils/databaseMetrics.server.test.ts (1)

38-98: LGTM!

Also applies to: 121-141

apps/webapp/app/db.server.ts (1)

862-869: LGTM!

Also applies to: 959-966

apps/webapp/app/v3/tracer.server.ts (1)

457-460: LGTM!

Also applies to: 536-579, 592-592

.server-changes/db-pool-metrics-per-client.md (1)

1-6: LGTM!

apps/webapp/app/utils/databaseMetrics.server.ts (1)

53-61: 🗄️ Data Integrity & Integration

No duplicate database metrics registrations present.

Builder registration happens inside the run-ops topology singleton and control-plane prisma/$replica singletons, which reuse the same client objects and clientType values across calls, so registerDatabaseMetricsSource does not currently add duplicate {db_client, db_driver} observations.


// Order matters, core metrics end with `# EOF`, prisma metrics don't
const metrics = prismaMetrics + coreMetrics;
const metrics = await metricsRegister.metrics();

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

📐 Maintainability & Code Quality | 🟠 Major | ⚡ Quick win

🧩 Analysis chain

🏁 Script executed:

#!/bin/bash
# Description: Inspect the OTEL metric exporter gate and its default.
rg -n -C5 'INTERNAL_OTEL_METRIC_EXPORTER_ENABLED' apps/webapp --type=ts
rg -n -C3 'initializeMetricsRegister' apps/webapp/app/metrics.server.ts

Repository: triggerdotdev/trigger.dev

Length of output: 2208


🏁 Script executed:

#!/bin/bash
set -euo pipefail

echo "== files =="
git ls-files 'apps/webapp/app/routes/metrics.ts' 'apps/webapp/app/metrics.server.ts' 'apps/webapp/app/v3/tracer.server.ts' 'apps/webapp/app/services/**/*server*.ts' 'apps/webapp/app/db.server/*' 2>/dev/null || true

echo "== metrics route =="
sed -n '1,120p' apps/webapp/app/routes/metrics.ts

echo "== metrics server =="
sed -n '1,220p' apps/webapp/app/metrics.server.ts

echo "== tracer setupMetrics + configurePrismaMetrics =="
sed -n '340,470p' apps/webapp/app/v3/tracer.server.ts

Repository: triggerdotdev/trigger.dev

Length of output: 9489


🏁 Script executed:

#!/bin/bash
set -euo pipefail

echo "== current git diff stat =="
git diff --stat -- packages/core apps/webapp || true

echo "== current git diff metrics route and related files =="
git diff -- apps/webapp/app/routes/metrics.ts apps/webapp/app/metrics.server.ts apps/webapp/app/v3/tracer.server.ts apps/webapp/app/env.server.ts || true

echo "== Prisma pool/config references in route/tracer/metrics =="
rg -n 'PrismaPool|openPool|connectionsOpened|connectionsClosed|db\.pool|db\.client\.queries|configurePrismaMetrics|internalInstrumentPrisma' apps/webapp/app/routes/metrics.ts apps/webapp/app/metrics.server.ts apps/webapp/app/v3/tracer.server.ts apps/webapp/app/env.server.ts || true

Repository: triggerdotdev/trigger.dev

Length of output: 2793


🏁 Script executed:

#!/bin/bash
set -euo pipefail

echo "== tracer Prisma metrics implementation =="
sed -n '470,610p' apps/webapp/app/v3/tracer.server.ts

echo "== setupMetrics call sites =="
rg -n -C3 'setupMetrics|configurePrismaMetrics|configureNodejsMetrics|configureHostMetrics|INTERNAL_OTEL_METRIC_EXPORTER_ENABLED === "0"' apps/webapp/app --type=ts

echo "== route/prisma instrumentation references across webapp =="
rg -n 'INTERNAL_OTEL_TRACE_INSTRUMENT_PRISMA_ENABLED|PrismaInstrumentation|PrismaPool|prisma' apps/webapp/app --type=ts | head -n 200

Repository: triggerdotdev/trigger.dev

Length of output: 29710


Keep Prisma DB metrics on the Prometheus registry.

configurePrismaMetrics() only runs when INTERNAL_OTEL_METRIC_EXPORTER_ENABLED !== "0", but that variable defaults to "0", and the /metrics route only reads from metricsRegister. Self-hosted scrapes that do not enable the OTLP exporter now miss db.client.* and db.pool.* series. Register those observations on metricsRegister as another source.

…tribute

Label each pool with its full datasource role (control-plane-writer,
control-plane-replica, run-ops-writer, run-ops-replica, legacy-run-ops-writer,
legacy-run-ops-replica) instead of the generic writer/reader, matching the
db.datasource span attribute so metrics and traces correlate.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01KHjfL7qXHia5DTnxi1RePS
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant