When a remote worker connects to swamp serve with a token that will never succeed (model definition missing, token revoked, token expired), the worker reconnect loop retries every ~1 second indefinitely. It does not distinguish permanent failures from transient ones.

Impact

The worker burns through the per-IP rate limit budget (5 attempts per 60s), blocking all other clients on the same IP (#1615)
Server logs fill with repeated auth rejection warnings
The worker will never succeed — the token is permanently invalid — but it never stops trying

Observed in production

A worker token platform-fleet-gke-svc had its model definition lost after a pod restart (#1616). The worker retried auth every second, producing "Model not found: platform-fleet-gke-svc" continuously, rate-limiting all other clients on the same cluster IP for the duration.

Proposed Fix

The worker reconnect loop should classify auth failures:

Transient (network error, server unavailable, rate-limited) → retry with exponential backoff
Permanent (model not found, token revoked, token expired, invalid format) → log the reason, stop retrying, and exit with a clear error message

This requires the server to return structured error information on WebSocket auth rejection — currently it returns a bare HTTP 401 with no body distinguishing "bad token" from "rate-limited" from "token expired". The worker needs the rejection reason to make the right decision.

02Bog Flow

Open

8/12/2026, 1:46:23 AM

No activity in this phase yet.

03Sludge Pulse

Lab Insights not publicly available

Client shows 'Authentication failed' when actually rate-limited

Workers retry forever on permanent auth failures instead of backing off

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Add native Bedrock Knowledge Base Retrieve support

GC expired OAuth server tokens and control plane secrets

migrate-index silently drops entries with shallow paths — all of workflows-evaluated/ and any root-level file

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Add swamp access group list-idp to enumerate IdP groups seen by the server

Grants directory loader skips symlinks — breaks Kubernetes ConfigMap mounts

Daemon telemetry flush: stop() can skip its final flush when a timer drain is already in flight

Support --grants-dir for loading grants from a directory

Docs: `swamp compile` subcommand doesn't exist

Guard the projector's full rewrites against the fail-open lease (ADV-6 from #1575/#1576)

Projector write amplification: board_totals/owner_devices full rewrites are owners × runs/day

Profile candidateIds prune costs a full ledger scan to build itself — 42.88M rows for one keyed read

Leaderboard phase 3: owner-grain board_totals so a cache miss is survivable at 10B

swamp serve is telemetry-dark: scheduled workflow runs never reach /ingest, and the daemon never flushes

CLI has never sent insert_id: retried telemetry batches are double-counted into cli_daily, inflating XP in an append-only ledger

Catalog backfill reconciles against the local cache, not the datastore

Extension bundle cache not invalidated when an imported sibling module changes (entry-file fingerprint only)

swamp serve: data.query fails permanently with "UNIQUE constraint failed: catalog.*" — one duplicate catalog 5-tuple aborts every catalog rebuild

dailyHistory range pushdown — deferred from #1576, and the measurement says why

score-rollup projector runs N× per cadence — the run gate is per-replica memory, not shared state

Docs: manual never mentions telemetry, and the serve/scheduling pages imply automated runs are visible when they are not

Explore: CLI binary update integrity lacks independent verification

Leaderboard phase 2: take score_grants off the board read path — read today from score_daily

Explore: reconcile quality rubric's dormant provenance factor

Explore: pull-time signature verification for extensions

Explore: transparency-log integration (Rekor) for extension signatures

Explore: publish-time artifact signing for extensions (cosign keyless)

Profile day drill-down returns 0 entries at the 5s ClickHouse ceiling for every operative

A ledger read failure still renders as 'no activity': loadProfileScore swallows to an empty standing behind HTTP 200

reconcile_from_disk_bench.ts fails deno check (stale DenoRuntime stub)

Improve multi-word search query handling and guidance

Retire the genesis_public flag and delete the dead cutover transcription scaffolding

Leaderboard phase 1: cache the board read and bust it on tier crossings (no schema change)

Catalog backfill deletes rows for any model whose data names are numeric

Docs: document catalog completeness check and --repair in doctor reference

Leaderboard board windows re-anchor on wall-clock while the rest of the view is frozen at asOf

Decision: move per-event grant MVs to day-grain — ledger is on track for ~1.5B score_grants / ~4B quest_grants

Leaderboard phase 5: score-rollup-projector write cost at 10B — ~430M rows scanned per 60s tick

Epic: /leaderboard and /u/{username} do not survive 10B events — measured audit + phased plan

Datastore-managed configuration for multi-instance serve deployments

Ghosts on the leaderboard 500

swamp command doesn't check cwd

swamp auth login process fails when run remotely

serve boot OOM: findAllGlobalSince loads all workflow runs as full aggregates during reconciliation

extension search: channel-filtered results carry null version fields, and multiple --channel values collapse instead of unioning

s3-datastore: localHasAllRemoteEntries uses bare rel instead of localRelPath, always returns false in namespaced mode

datastoreSetupExtension migrates .swamp/ to cache root instead of namespace directory

swamp serve writes outputs/ outside the bound namespace — silently never persisted to the remote datastore

s3-datastore: bulk pull writes to cache root instead of the namespace, wedging push and arming a full-datastore delete

git: add pull, fetch --tags, and cherry-pick methods

Workflow runs with wide dataArtifact fan-out (~400/run) OOM both workflow history get and swamp serve boot, crash-looping the scheduler; rollback doesn't help (state-triggered, not release-triggered)

Show user:<name> instead of user:<id> in grant list output

Reusable long-lived invite link: one URL to bring people into the swamp

Exclude swamp internal model types from model list output

Skill docs use invalid two-argument 'vault get' form

access token mint prints an invalid retrieval command (vault get, not vault read-secret)

serve reload and model edit timeout over --server in Kubernetes

swamp auth whoami should report paid tier and trial status

Use whoami entitlement to explain private-extension push refusals

Document --restricted-commands flag for swamp serve

vault put: pass tags through to extension provider CreateSecret/setSecret calls

Docs: update manual for 23 new --server commands

Update VaultProvider interface in @systeminit/swamp-testing to support optional tags in put()

Docs: document --grants-file flag for swamp serve

Docs: document --server support for serve reload

Docs: add --tag flag to vault put reference

Docs: update manual for --detach-runs deprecation and HA auto-detection

Document the Codex plugin in swamp docs

Add --server support to CLI commands missing it

Document the swamp Claude Code plugin in the swamp documentation

Make --server a global CLI option