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feat(mollifier): trigger burst smoothing — Phase 1 (monitoring)#3614

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feat(mollifier): trigger burst smoothing — Phase 1 (monitoring)#3614
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@d-cs d-cs commented May 13, 2026

Summary

  • Introduce the Mollifier: a Redis-backed buffer for trigger() API calls during traffic spikes, with a per-env trip evaluator and a drainer ack-loop.
  • Phase 1 is dual-write monitoring — every mollified trigger is buffered to Redis AND continues to engine.trigger. No customer-facing behaviour change.
  • Telemetry events: mollifier.would_mollify, mollifier.buffered, mollifier.drained, plus the mollifier.decisions counter.
  • Gated behind a feature flag (default off).

Test plan

  • pnpm run test --filter @trigger.dev/redis-worker
  • pnpm run test --filter webapp -- mollifier
  • Manual: with flag off, no behaviour change vs main
  • Manual: with flag on + threshold lowered, observe mollifier.buffered + mollifier.drained log pairs with matching runId

@d-cs d-cs self-assigned this May 13, 2026
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changeset-bot Bot commented May 13, 2026

🦋 Changeset detected

Latest commit: adc29fc

The changes in this PR will be included in the next version bump.

This PR includes changesets to release 31 packages
Name Type
@trigger.dev/redis-worker Patch
@internal/run-engine Patch
@internal/schedule-engine Patch
@trigger.dev/build Patch
@trigger.dev/core Patch
@trigger.dev/plugins Patch
@trigger.dev/python Patch
@trigger.dev/react-hooks Patch
@trigger.dev/rsc Patch
@trigger.dev/schema-to-json Patch
@trigger.dev/sdk Patch
@trigger.dev/database Patch
@trigger.dev/otlp-importer Patch
@trigger.dev/rbac Patch
trigger.dev Patch
d3-chat Patch
references-d3-openai-agents Patch
@internal/cache Patch
@internal/clickhouse Patch
@internal/llm-model-catalog Patch
@internal/redis Patch
@internal/replication Patch
@internal/testcontainers Patch
@internal/tracing Patch
@internal/tsql Patch
@internal/zod-worker Patch
references-nextjs-realtime Patch
references-realtime-hooks-test Patch
references-realtime-streams Patch
@internal/sdk-compat-tests Patch
references-telemetry Patch

Not sure what this means? Click here to learn what changesets are.

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

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Walkthrough

This PR implements the first two phases of a trigger burst-smoothing system ("mollifier"): it adds a Redis-backed MollifierBuffer and MollifierDrainer, Zod schemas and payload (de)serialization, a real trip evaluator and mollifier gate wired into RunEngineTriggerTaskService, OpenTelemetry metrics, worker startup drainer wiring, environment configuration and feature flag, package re-exports, and comprehensive tests (unit, integration, and fuzz) validating buffer, drainer, gate, and evaluator behavior while keeping fail-open semantics and deferring full activation to later phases.

Estimated code review effort

🎯 4 (Complex) | ⏱️ ~60 minutes

🚥 Pre-merge checks | ✅ 3 | ❌ 2

❌ Failed checks (1 warning, 1 inconclusive)

Check name Status Explanation Resolution
Docstring Coverage ⚠️ Warning Docstring coverage is 9.52% which is insufficient. The required threshold is 80.00%. Write docstrings for the functions missing them to satisfy the coverage threshold.
Description check ❓ Inconclusive The PR description covers the key objectives and includes a test plan, but does not follow the provided template structure (missing explicit checklist sections, screenshots, and changelog sections). Align the description with the template structure: ensure checklist items are completed, add explicit 'Testing', 'Changelog', and 'Screenshots' sections, and verify all contributing guide steps are followed.
✅ Passed checks (3 passed)
Check name Status Explanation
Title check ✅ Passed The title clearly and specifically summarizes the main change: introducing the Mollifier feature for trigger burst smoothing with Phase 1 focusing on monitoring/dual-write behavior.
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.

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  • Commit unit tests in branch mollifier-phase-2

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d-cs commented May 14, 2026

Code review

Found 2 issues:

  1. resolveOrgFlag resolves the global feature flag, not a per-org flag. flag() is called without overrides, so it reads only the global FeatureFlag row — other call sites in the webapp (e.g. canAccessAi/canAccessQuery) explicitly pass the org's featureFlags JSON as overrides. With the current code, the variable named orgFlagEnabled and the call-site comment "if the org has the mollifier feature flag enabled" don't match behaviour: the moment the global flag flips on, every org is mollified — there's no per-org rollout.

isMollifierEnabled: () => env.MOLLIFIER_ENABLED === "1",
isShadowModeOn: () => env.MOLLIFIER_SHADOW_MODE === "1",
resolveOrgFlag: () =>
flag({ key: FEATURE_FLAG.mollifierEnabled, defaultValue: false }),
evaluator: defaultEvaluator,
logShadow: (inputs, decision) =>

  1. evaluateGate is awaited outside the try block in the trigger hot path. evaluateGate itself has no internal try/catch around resolveOrgFlag() (a DB feature-flag read) or evaluator() (a Redis Lua call), so any transient failure once MOLLIFIER_ENABLED=1 is flipped will throw past the call site and fail the customer's trigger — turning a monitoring-only Phase 1 into a fleet-wide trigger outage on a Redis/DB blip. Suggest wrapping the gate call in a try/catch that falls back to pass_through.

};
const mollifierOutcome = await this.evaluateGate({
envId: environment.id,
orgId: environment.organizationId,
taskId,
});
try {

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d-cs commented May 14, 2026

Nitpicks (test-mock removal) also addressed in 98c1520:

  • apps/webapp/test/mollifierGate.test.ts: dropped vi.fn. makeDeps now returns real closure-based dependencies with plain counter/array spies; the 16-row truth table and decision-log shape tests are unchanged.
  • apps/webapp/test/mollifierTripEvaluator.test.ts: removed the vi.fn/cast fakeBuffer doubles. Each test now uses redisTest from @internal/testcontainers to spin up Redis and exercise a real MollifierBuffer. The trip case uses threshold: 2 + three real evaluateTrip calls to deterministically trip via the production Lua window; the fail-open case closes the buffer up front so the next evaluateTrip hits Connection is closed. — a real failure mode rather than a stub.

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d-cs commented May 14, 2026

Code review (follow-up)

Four additional issues from the earlier scan, posting now since the gate-naming fix landed:

  1. Webapp CLAUDE.md says "Always use findFirst instead of findUnique" — new test introduces a findUnique. Trivial swap.

expect(result).toBeDefined();
expect(result?.run.friendlyId).toBeDefined();
const pgRun = await prisma.taskRun.findUnique({ where: { id: result!.run.id } });
expect(pgRun).not.toBeNull();
expect(pgRun!.friendlyId).toBe(result!.run.friendlyId);

  1. Drainer is started inside init() unconditionally — workerQueue.initialize() two lines above is gated on WORKER_ENABLED === "true", but getMollifierDrainer() is not. Once MOLLIFIER_ENABLED=1 flips on, every webapp replica (including API-only ones) will spin up a polling loop + Redis connection and race for the same buffer. Consider gating on WORKER_ENABLED (or a dedicated MOLLIFIER_DRAINER_ENABLED).

if (env.WORKER_ENABLED === "true") {
await workerQueue.initialize();
}
try {
const drainer = getMollifierDrainer();
if (drainer) {
// The drainer owns a polling loop and a Redis client; let it drain
// in-flight pops on shutdown rather than tearing the process down
// mid-handler. Idempotent — `drainer.stop()` short-circuits if already
// stopped, so registering on both signals is safe.
const stopDrainer = () => {
drainer.stop().catch((error) => {
logger.error("Failed to stop mollifier drainer", { error });
});
};
process.once("SIGTERM", stopDrainer);
process.once("SIGINT", stopDrainer);
}
} catch (error) {
logger.error("Failed to initialise mollifier drainer", { error });
}
}

  1. includeTtl: true was added to the delayed and pending-version re-enqueue paths, but the producer-side comment in enqueueSystem.ts still explicitly warns these callers off: "Re-enqueues (waitpoint, checkpoint, delayed, pending version) must not add TTL." Either the comment needs updating to reflect the new design, or the new callers are wrong.

const timestamp = (run.queueTimestamp ?? run.createdAt).getTime() - run.priorityMs;
// Include TTL only when explicitly requested (first enqueue from trigger).
// Re-enqueues (waitpoint, checkpoint, delayed, pending version) must not add TTL.
let ttlExpiresAt: number | undefined;
if (includeTtl && run.ttl) {
const expireAt = parseNaturalLanguageDuration(run.ttl);

batchId: run.batchId ?? undefined,
skipRunLock: true,
includeTtl: true,
});

// for a worker version). Arm TTL here so the TTL system can expire it
// if it sits queued waiting on a concurrency slot.
includeTtl: true,
});
});

  1. The comment calls count a "sliding-window counter", but the Lua is INCR + PEXPIRE-on-first — a fixed window. At a window boundary this can briefly admit ~2x threshold before tripping. Additionally PSETEX trippedKey, holdMs rearms the hold TTL on every overage call, so under sustained overload the hold never elapses while traffic stays above threshold. Both may be intentional for Phase 1, but the docstring should match the implementation.

} from "./mollifierTelemetry.server";
// `count` is the *single-instance* sliding-window counter, not a fleet-wide
// aggregate. Each webapp instance maintains its own Redis key, so the fleet
// effective ceiling is `instance_count * threshold`. Phase 2 consumers must
// not treat `count` as a global rate.

numberOfKeys: 2,
lua: `
local rateKey = KEYS[1]
local trippedKey = KEYS[2]
local windowMs = tonumber(ARGV[1])
local threshold = tonumber(ARGV[2])
local holdMs = tonumber(ARGV[3])
local count = redis.call('INCR', rateKey)
if count == 1 then
redis.call('PEXPIRE', rateKey, windowMs)
end
if count > threshold then
redis.call('PSETEX', trippedKey, holdMs, '1')
end
local tripped = redis.call('EXISTS', trippedKey)
return {count, tripped}

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@d-cs d-cs force-pushed the mollifier-phase-2 branch from b4b5719 to f43df01 Compare May 14, 2026 08:54
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@d-cs d-cs force-pushed the mollifier-phase-2 branch 2 times, most recently from 088e071 to 2a0d5ee Compare May 14, 2026 12:49
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@d-cs d-cs force-pushed the mollifier-phase-2 branch from e51fac9 to a9400b1 Compare May 14, 2026 14:09
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Devin Review found 4 new potential issues.

View 13 additional findings in Devin Review.

Open in Devin Review

Comment thread apps/webapp/test/engine/triggerTask.test.ts
Comment thread apps/webapp/test/engine/triggerTask.test.ts
Comment thread apps/webapp/test/mollifierGate.test.ts
Comment thread apps/webapp/app/runEngine/services/triggerTask.server.ts
d-cs and others added 13 commits May 14, 2026 16:43
Redis-backed burst-smoothing layer behind MOLLIFIER_ENABLED=0 (default).
With the kill switch off, the gate short-circuits on its first env check
and production behaviour is identical to main.

@trigger.dev/redis-worker:
- MollifierBuffer: atomic Lua-backed FIFO with accept / pop / ack /
  requeue / fail + TTL. Per-env queues with HSET entry storage,
  atomic RPOP + status transition, FIFO retry ordering.
- MollifierDrainer: generic round-robin worker with concurrency cap,
  retry semantics, and a stop deadline to avoid livelock on a hung
  handler. Phase 3 will wire the handler to engine.trigger().
- Full testcontainers-backed test suite (21 tests).

apps/webapp:
- evaluateGate cascade-check (kill switch -> org feature flag ->
  shadow mode -> trip evaluator -> mollify / shadow_log / pass_through).
  Dependencies injected for testability; the trip evaluator stub
  returns { divert: false } in phase 1.
- Inserted into RunEngineTriggerTaskService.call() before
  traceEventConcern.traceRun. The mollify branch throws (unreachable
  in phase 1).
- Lazy MollifierBuffer + MollifierDrainer singletons; no Redis
  connection unless MOLLIFIER_ENABLED=1.
- 12 MOLLIFIER_* env vars (all safe defaults) and a mollifierEnabled
  feature flag in the global catalog.
- Drainer booted from worker.server.ts on first import.
- Read-fallback stub for phase 3.
- Gate cascade tests + .env loader so env.server validates in vitest
  workers.

Phase 2 will land the real trip evaluator; phase 3 will activate the
buffer-write + drain path.
…dual-write monitoring + drainer ack loop)

Phase 1 of the trigger-burst smoothing initiative. Adds the A-side trip
evaluator (atomic Lua sliding-window per env) and wires it into the trigger
hot path. When the per-org mollifierEnabled feature flag is on AND the
evaluator says divert, the canonical replay payload is buffered to Redis
(via buffer.accept) AND the trigger continues through engine.trigger —
i.e. dual-write. The drainer pops + acks (no-op handler) to prove the
dequeue mechanism works end-to-end. Operators audit by joining
mollifier.buffered (write) and mollifier.drained (consume) logs by runId.

Buffer primitives hardened:
- accept is idempotent on duplicate runId (Lua EXISTS guard)
- pop skips orphan queue references (entry HASH TTL'd while runId queued)
- fail no-ops on missing entry (no partial FAILED hash leak)
- mollifier:envs set pruned on draining pop, restored on requeue
- 16-row truth-table test enumerates the gate cascade
- BufferedTriggerPayload defines the canonical replay shape Phase 2 will
  use to invoke engine.trigger
- payload hash for audit-equivalence computed off the hot path (in the
  drainer) to avoid CPU during a spike

Regression tests in apps/webapp/test/engine/triggerTask.test.ts pin the
mollifier integration:
- validation throws BEFORE the gate runs (no orphan buffer write on
  rejected triggers)
- mollify dual-write happy path (Postgres + Redis both reflect the run)
- pass_through path does NOT call buffer.accept
- engine.trigger throwing AFTER buffer.accept leaves an orphan
  (documented behaviour — drainer auto-cleans; audit-trail surfaces it)
- idempotency-key match short-circuits BEFORE the gate is consulted
- debounce match produces an orphan (documented behaviour — Phase 2
  must lift handleDebounce upfront before buffer.accept)

Behaviour with MOLLIFIER_ENABLED=0 (default) is byte-identical to main.
With MOLLIFIER_ENABLED=1 and the flag off, only mollifier.would_mollify
logs fire (no buffer state). With the flag on, dual-write activates.

Includes two opt-in *.fuzz.test.ts suites (gated on FUZZ=1) that
randomise operation sequences against evaluateTrip and the drainer to
find timing edges. They are clearly marked TEMPORARY in their headers.
- changeset: drop "deferred" wording — phase-1 actively dual-writes + runs
  the drainer ack loop.
- worker.server.ts: wrap mollifier drainer init in try/catch + register
  SIGTERM/SIGINT handlers so the polling loop stops cleanly on shutdown.
- bufferedTriggerPayload: only serialise idempotencyKeyExpiresAt when an
  idempotencyKey is present (avoid impossible orphan-expiry payloads).
- mollifierTelemetry: narrow recordDecision reason to DecisionReason union
  to keep OTEL attribute cardinality bounded.
- mollifierGate: rename resolveOrgFlag → resolveFlag. The underlying
  FeatureFlag table is global by key, so the "org" prefix was misleading;
  per-org gating is out of scope for phase-1.
- tests: drop vi.fn mocks. mollifierGate now uses plain closure spies;
  mollifierTripEvaluator runs against a real MollifierBuffer backed by a
  redisTest container (closed client exercises the fail-open path).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
…stacking

Worker.init() is called per request from entry.server.tsx, so the
process.once SIGTERM/SIGINT pair added in 98c1520 would stack a fresh
listener every request under dev hot-reload (process.once only removes
after firing). Gate registration on a process-global flag, matching the
existing __worker__ pattern.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
…tion.featureFlags

The mollifier gate's resolveOrgFlag was a global feature-flag lookup
named as if org-scoped. Phase-1 plan and design doc both intended
per-org gating; the implementation regressed because the global
flag() helper has no orgId parameter.

Adopt the existing per-org feature-flag pattern (used by canAccessAi,
canAccessPrivateConnections, compute beta gating): pass
`Organization.featureFlags` through as `flag()` overrides. Per-org
opt-in now works admin-toggleable via the existing
Organization.featureFlags JSON column — no schema migration needed.

- mollifierGate: revert resolveFlag/flagEnabled back to
  resolveOrgFlag/orgFlagEnabled (the name now matches reality).
  GateInputs gains `orgFeatureFlags`; the default resolver passes
  them as overrides to `flag()`.
- triggerTask.server.ts: thread `environment.organization.featureFlags`
  into the gate call.
- tests: three new postgresTest cases exercise the real DB-backed
  resolveOrgFlag end-to-end, proving (a) per-org opt-in isolation,
  (b) unrelated beta flags don't bleed across, (c) per-org overrides
  take precedence over the global FeatureFlag row.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
…nect

The unit cascade tests in mollifierGate.test.ts import the gate module,
which transitively pulls in ~/db.server. That module constructs the
prisma singleton at import time and eagerly calls $connect(), which
fails against localhost:5432 in the unit-test shard and surfaces as an
unhandled rejection that fails the whole vitest run. Mocking the module
keeps the cascade tests pure and leaves the postgresTest cases on the
testcontainer-fixture prisma untouched.
- Gate drainer init on WORKER_ENABLED so only worker replicas run the polling loop.
- Update the enqueueSystem TTL comment now that delayed/pending-version are first enqueues.
- Correct the mollifier gate docstring to describe the fixed-window counter and tripped-key rearm.
- Swap findUnique for findFirst in the trigger task test to match the webapp Prisma rule.
…eFlags

The gate's `GateInputs` now requires `orgFeatureFlags`, but the surface type used by the trigger service was still the pre-org-scope shape, so the default evaluator wasn't assignable and the call site couldn't pass the flag overrides.
…est startup

The per-org isolation suite uses `postgresTest`, which spins up a fresh Postgres testcontainer per case. On CI the 5s vitest default regularly times out on container start before the test body runs. Match the 30s `vi.setConfig` used by other postgresTest suites in this app.
…rrors

resolveOrgFlag now checks the per-org Organization.featureFlags override
in-memory before falling back to the global flag() helper, so the common
per-org enablement path resolves without a Prisma round-trip on every
trigger call. evaluateGate also wraps the flag resolution in try/catch
and fails open to false on error, mirroring the trip evaluator.
…exit

Pass a configurable timeout to drainer.stop() so SIGTERM/SIGINT can't hang
forever if an in-flight handler is wedged. Matches the precedent set by
BATCH_TRIGGER_WORKER_SHUTDOWN_TIMEOUT_MS (default 30s).
processOneFromEnv now catches buffer.pop() failures so one env's hiccup
doesn't reject Promise.all and bubble up to the loop's outer catch. The
polling loop itself wraps each runOnce in try/catch and backs off with
capped exponential delay (up to 5s) instead of exiting permanently on the
first listEnvs/pop error. Stop semantics are unchanged: only the stopping
flag breaks the loop.

Adds two regression tests using a stub buffer (no Redis container) so
fault injection is deterministic.
The phase-1 scaffolding referenced MollifierBuffer, getMollifierBuffer,
and deserialiseMollifierSnapshot without importing them — CI typecheck
fails with TS2304. The runtime path is gated behind MOLLIFIER_ENABLED=0
so this never produced a runtime symptom, but the types must resolve.
…luator fail-open

The TripDecision header comment claimed each webapp instance maintained
its own rate counter — wrong. evaluateTrip writes to mollifier:rate:\${envId}
with no per-instance prefix, so all replicas pointing at the same Redis
share the key. The threshold is the fleet-wide ceiling.

Also wrap d.evaluator() in evaluateGate in try/catch so a throwing
evaluator falls back to no-divert. The default createRealTripEvaluator
catches its own errors, but the contract should be symmetric with the
already-wrapped resolveOrgFlag call so a future evaluator can't break
the trigger hot path's fail-open contract.
@d-cs d-cs force-pushed the mollifier-phase-2 branch from 4abd491 to c7636c1 Compare May 14, 2026 15:44
The two notes describe the same PR's behaviour from two angles; merging
them into one entry gives a cleaner changelog line and matches how the
PR is presented to reviewers.
@d-cs d-cs force-pushed the mollifier-phase-2 branch from c7636c1 to e699034 Compare May 14, 2026 15:46
d-cs added 10 commits May 14, 2026 16:48
drainer.fuzz.test.ts and evaluateTrip.fuzz.test.ts are valuable as
ongoing property checks but aren't load-bearing for the phase-1 review.
Moving them to a follow-up keeps this PR smaller without losing coverage
of the production paths (buffer.test.ts and drainer.test.ts together
cover the contract surface).
The enqueueSystem.ts comment touch-up was an unrelated drive-by during
phase-1 review and doesn't belong in this PR. Will land separately.
External changelog readers don't have context on internal phase numbering;
describe the feature itself (opt-in burst protection, default-off env vars,
shadow mode, dual-write activation) instead of "phase 1".
…iversion

The previous wording implied the buffer/drainer was active protection;
in this release they're audit-only. Spell out that no trigger calls are
diverted or rate-limited yet, and that active smoothing follows later.
MollifierEvaluateGate and MollifierGetBuffer were defined in the
consumer (triggerTask.server.ts) but described the surface of the gate
and the buffer accessor respectively. Move each to the module that
owns the underlying implementation so the type lives with the producer,
not the caller. No behavioural change.
…-redis fallback

Two operational guards for misconfigured rollouts:

1. Drop the MOLLIFIER_REDIS_* fallback to the main REDIS_* cluster.
   The mollifier writes to a dedicated Redis to keep burst traffic off
   the engine's primary queue — silently colocating with the main Redis
   when MOLLIFIER_REDIS_HOST is unset defeats the design.

2. Degrade gracefully instead of crashing the pod. If MOLLIFIER_ENABLED
   was flipped on without setting MOLLIFIER_REDIS_HOST, the buffer
   returns null (with a one-shot warn log per process) and the drainer
   no-ops. No crash loops, no failed deploys, no traffic impact —
   operators see the warn line and fix the misconfig in a follow-up
   deploy.

The drainer's previously-unreachable "env vars inconsistent" throw
becomes reachable in this degraded mode; replace it with a null return
so worker.server.ts's existing null check short-circuits cleanly.
mollifier:envs is a Redis SET that grows with the count of envs that
currently have buffered entries. Under normal operation that's small,
but an extended drainer outage can leave entries piled up across
thousands of envs — at which point runOnce would queue one
processOneFromEnv per env through pLimit, ballooning per-tick latency
and event-loop queue depth.

Cap per-tick fan-out at MOLLIFIER_DRAIN_MAX_ENVS_PER_TICK (default 500).
When the set fits within the cap, behaviour is unchanged (take all,
rotate cursor by 1 for fairness). When the set exceeds the cap, take a
rotating slice and advance the cursor by the slice size so successive
ticks sweep through the full set.

Tests use a stub buffer to drive listEnvs() deterministically with
thousands of envs without provisioning a real Redis.
…tchQueue

The MollifierDrainer's stop() was polling `isRunning` every 20ms until
the loop exited, which differs from the codebase's convention for
similar polling loops (FairQueue, BatchQueue both hold the loop promise
as a field and await it directly on stop).

Switch to the same pattern: store the loop promise on start(), then in
stop() race it against the timeout via Promise.race. With no timeout we
just await the loop directly. With a timeout the warn-and-return
behaviour is unchanged. No polling, no separate `isRunning` poll loop.

Behaviour is identical to the previous implementation, including the
hung-handler timeout path (covered by the existing
"stop returns after timeoutMs even if a handler is hung" test).
The previous chunking advanced the cursor by sliceSize each tick,
producing fixed disjoint slices like [0..3], [4..7], [0..3], ... With
that pattern env_0 was always at slice position 0 (first into pLimit)
and env_3 always at position 3 (last) — reinstating the head-of-line
bias rotation was meant to prevent.

Advance the cursor by 1 instead. Slices now overlap across consecutive
ticks (e.g. [0..3], [1..4], [2..5], ...) so every env reaches every
slot position 0..sliceSize-1 across one envs.length-tick cycle.

Drainage rate per env is unchanged: each env still appears in exactly
sliceSize of every envs.length ticks. New regression test pins the
fairness property by asserting each env touches every slot at least
once per cycle.
…y envs

Adds a regression test that proves a light env (single buffered entry)
is drained within (envs.length - sliceSize + 1) ticks regardless of how
many entries the heavy envs have queued. The test uses a stub buffer
whose listEnvs/pop pair mirrors the production atomic-Lua semantic: an
env disappears from listEnvs the moment its queue empties, so the light
env exits the rotation as soon as it's popped — while the heavy envs
stay in the rotation until their thousands of entries are drained.

Together with the head-of-line fairness test this pins both fairness
properties: (1) every env touches every slice slot per cycle (no
within-slice bias), and (2) no env's drainage latency depends on the
queue depth of other envs (no across-slice starvation).
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