Files
OmniRoute/docs/TROUBLESHOOTING.md
T
Diego Rodrigues de Sa e Souza 9e45baae58
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chore(release): v3.6.6 — Stabilization (#1241)
* fix(streaming): #1211 greedy strip omniModel tags to prevent literal \n\n artifacts

- Changed regex quantifier from ? to * in combo.ts, comboAgentMiddleware.ts,
  and contextHandoff.ts to greedily strip all JSON-escaped newline sequences
  surrounding <omniModel> tags in SSE streaming chunks
- Added \r to the character class for cross-platform robustness
- Fixed Playwright strict-mode violation in combo-unification.spec.ts
- Bumped OpenAPI version and CHANGELOG to 3.6.6

* fix: 3 bugs found during issue triage (#1175, #1187/#1218, #1202)

- fix(gemini): strip VS Code JSON Schema extensions from tool schemas (#1175)
  Add enumDescriptions, markdownDescription, markdownEnumDescriptions,
  enumItemLabels and tags to UNSUPPORTED_SCHEMA_CONSTRAINTS so the Gemini
  sanitizer removes them before forwarding. GitHub Copilot injects these
  non-standard fields into tool definitions, causing Gemini to reject with
  'Unknown name enumDescriptions at functionDeclarations[n].parameters'.

- fix(health-check): unwrap proxy config object before passing to getAccessToken (#1187 #1218)
  resolveProxyForConnection() returns { proxy, level, levelId } but the health
  check loop was passing the full wrapper to getAccessToken(), which expects the
  inner config object (.host, .port etc). The proxy dispatcher validated .host
  on the wrapper (undefined) and threw 'Context proxy host is required', silently
  marking every connection as unhealthy every sweep. Fix mirrors the pattern
  already used in chatHelpers.ts: proxyResult?.proxy || null.

- fix(ui): debounce models.dev sync interval slider to save only on release (#1202)
  The slider's onChange fired updateInterval() on every drag tick, sending a
  PATCH per pixel of movement. Rapid API responses overwrote UI state mid-drag.
  Introduce draftIntervalHours for smooth visual feedback; the PATCH fires
  on onMouseUp / onBlur once the user releases the control.

* fix(providers): update Xiaomi MiMo token-plan endpoints (#1238)

Integrated into release/v3.6.6

* fix(cc-compatible): trim beta flags and preserve cache passthrough (#1230)

Integrated into release/v3.6.6

* feat(memory+skills): full-featured memory & skills systems with tests (#1228)

Integrated into release/v3.6.6

* fix: forward client x-initiator header to GitHub Copilot upstream (#1227)

Integrated into release/v3.6.6

* feat(bailian-quota): add Alibaba Coding Plan quota monitoring (#1235)

* fix: resolve v3.6.6 backlog bugs (#1206, #1211, #1220, #1231)

- fix(core): #1206 inject startup guard against app/ and src/app/ conflict
- fix(health): #1220 add HEALTHCHECK_STAGGER_MS to prevent token refresh bursting
- fix(proxy): #1231 prioritize HTTP 429 over quota body heuristics
- fix(sse): #1211 strip leading double-newlines in responses API stream

* fix(tests): resolve memory migration and skills route pagination bugs from PR overlaps

* docs: Update CHANGELOG.md with v3.6.6 features (#1182, #1165, #1177)

* chore(release): bump version to 3.6.6

Update package versions for the electron app and open-sse package.
Sync llm.txt metadata and feature headings with the 3.6.6 release.

* feat(core): harden outbound provider calls and add cooldown retries

Add guarded outbound fetch helpers with private/local URL blocking,
controlled retries, timeout normalization, and route-level status
propagation for provider validation and model discovery.

Introduce cooldown-aware chat retries with configurable
requestRetry and maxRetryIntervalSec settings, model-scoped cooldown
responses, and improved rate-limit learning from headers and error
bodies so short upstream lockouts can recover automatically.

Also align Antigravity and Codex header handling, require API keys
for Pollinations, validate web runtime env at startup, restore
sanitized Gemini tool names in translated responses, and inject a
synthetic Claude text block when upstream SSE completes empty.

* feat(models): add glmt preset and hybrid token counting

Introduce GLM Thinking as a first-class provider preset with shared GLM
model metadata, pricing, usage sync, dashboard support, and provider
request defaults for higher token budgets and longer timeouts.

Use provider-side /messages/count_tokens when a Claude-compatible
upstream supports it, while preserving estimated fallback behavior for
missing models, missing credentials, and upstream failures.

Also add startup seeding for default model aliases and normalize common
cross-proxy model dialects so canonical slashful model ids do not get
misrouted during resolution.

* feat(api): add sync tokens and v1 websocket bridge

Add dedicated sync token storage, issuance, revocation, and bundle
download routes backed by stable config bundle versioning and ETag
support.

Expose the v1 websocket handshake route and custom Next server bridge so
OpenAI-compatible websocket traffic can be upgraded and proxied through
the dashboard and API bridge.

Expand compliance auditing with structured metadata, pagination, request
context, auth and provider credential events, and SSRF-blocked
validation logging.

* docs: Update all documentation for v3.6.6

- CHANGELOG: Add WebSocket bridge, GLM Thinking preset, safe outbound
  fetch/SSRF guard, cooldown-aware retries, compliance audit v2, model
  alias seeding, and all Internal Improvements for the 3 new commits
- README: Expand v3.6.x highlights table with 10 new features; add
  SafeOutboundFetch, CooldownAwareRetry, SSRF guard, TPS metric, sync
  tokens, WebSocket bridge to Resilience/Observability/Deployment tables
- ARCHITECTURE: Bump date; add new modules to executive summary, API
  routes, SSE core services, Auth/Security section; add SSRF/Outbound
  guard failure mode (section 6); expand module mapping
- ENVIRONMENT: Add OMNIROUTE_CRYPT_KEY/OMNIROUTE_API_KEY_BASE64 legacy
  aliases, OUTBOUND_SSRF_GUARD_ENABLED, CODEX_CLIENT_VERSION, and
  REQUEST_RETRY/MAX_RETRY_INTERVAL_SEC cooldown retry settings
- FEATURES: Add 6 new feature sections — V1 WebSocket Bridge, Sync
  Tokens & Config Bundle, GLM Thinking Preset, Safe Outbound Fetch &
  SSRF Guard, Cooldown-Aware Retries, Compliance Audit v2

* fix: use api64 for proxy test (#1255)

Integrated into release/v3.6.6 — IPv6 proxy test fix

* fix(page): update custom models section to include all providers #1200 (#1256)

Integrated into release/v3.6.6 — Gemini custom model picker fix

* fix: provide default client_id fallbacks to prevent broken OAuth requests (#1246)

Integrated into release/v3.6.6 — OAuth client_id default fallbacks

* fix: translate max_tokens/max_completion_tokens → max_output_tokens in Chat→Responses translator (#1245)

Integrated into release/v3.6.6 — max_tokens → max_output_tokens Responses API translation + unit tests

* feat(oauth): support cursor-agent CLI as Cursor credential source (#1258)

Integrated into release/v3.6.6 — cursor-agent CLI credential source support

* fix(cc-compatible): restore upstream SSE and correct stream/combo timeout behavior (#1257)

Integrated into release/v3.6.6 — CC-compatible upstream SSE restore + stream timeout fix + README table repair

* fix(cli-tools): resolve API key resolution and model mapping bugs in CLI tools (#1263)

Integrated into release/v3.6.6

* feat(cli-tools): add Qwen Code CLI integration (#1266)

Integrated into release/v3.6.6

* fix(i18n): add missing zh-CN translations and fix logger imports (#1269)

Integrated into release/v3.6.6

* fix(i18n): add Chinese i18n support to dashboard components (#1274)

Integrated into release/v3.6.6

* feat: update Pollinations to require API key, remove free tier flag (#1177)

* feat: friendly error messages for crypto/encryption failures (#1165)

* feat: add TPS (tokens per second) metric column to request logs (#1182)

* feat: merge custom/imported models into filter list for all providers (#1191)

* feat(fallback): Fix provider-profile-driven lockouts (#1267)

This integrates rdself's unify-provider-profile-locks PR manually to handle structural conflicts.

* fix(claude): proper Anthropic SDK integration (#1271)

* fix(healthcheck): use correct proxy wrapper format for getAccessToken (#1272)

* chore(release): v3.6.6 — skills registry stability fix + final integration

* fix(auth): harden bootstrap auth and memory dashboard behavior

Restrict unauthenticated writes to /api/settings/require-login to
the initial bootstrap window while keeping read-only checks public.
This prevents post-setup config changes without blocking first-run
login setup, and the onboarding flow now logs in immediately after
setting the password.

Restore memory API filtering and pagination behavior by supporting q
searches, honoring offset-based requests, and avoiding unrelated
fallback results when FTS misses. Update dashboard stats fallback to
use the response totals consistently.

Package the MCP server with explicit file entries and add regression
tests for bootstrap auth and memory route behavior

* fix(codex): remove max_output_tokens from body for compatibility

* chore(release): v3.6.6 — include PR 1274 fixes in changelog

* chore: exclude additional build artifacts and internal directories from npm package distribution

* fix: update Gemini OAuth test to match registry defaults + codex UI improvements

* fix: restore .mjs refs for scripts/ in test imports after ts migration

* fix: restore next.config.mjs ref in dev-origins test

* fix: implement db migration safety checks and codex config format

* fix: disable mass-migration abort during unit tests based on auto-backup flag

* fix: update script regex in auto-update tests to use .mjs

* feat: Add Perplexity Web (Session) provider (#1289)

Integrated into release/v3.6.6

* fix(cli): resolve codex routing config parsing, standardize select model button positioning, and clarify oauth documentation

* docs(changelog): record recent cli, provider, and test updates

Document the latest fixes for Codex routing configuration parsing and
Lobehub provider icon fallback behavior.

Add the note that the remaining JavaScript test files were migrated to
TypeScript ES modules to reflect the completed test stack transition.

* chore(release): merge #1286 minor improvements manually to avoid testing conflict

* chore(test): rename perplexity-web.test.mjs to .ts to maintain 100% TS codebase

* chore(docs): update CHANGELOG.md for perplexity-web provider

* fix(security): resolve CodeQL incomplete URL substring sanitization via URL parsing in test mocks

* fix: integrate compressContext() into chatCore.ts request pipeline

Proactively compress oversized contexts before sending to upstream providers,
preventing context_length_exceeded errors. Compression triggers at 85% of
model's context limit using the existing 3-layer compressContext() function.

- Import compressContext, estimateTokens, getTokenLimit from contextManager
- Add compression check after translation, before executor dispatch
- Estimate tokens and compare against 85% threshold of model's context limit
- Apply 3-layer compression (trim tools, compress thinking, purify history)
- Log compression events with before/after token counts and layers applied
- Audit compression events for observability
- Add unit tests verifying integration behavior

Closes #1290

* fix(tests): align reasoning expectations with GLM thinking structure

* fix: prevent orphaned tool_result messages in purifyHistory()

When purifyHistory() drops oldest messages to fit context window, it can
split tool_use/tool_result pairs — keeping the tool_result but dropping
the tool_use that initiated it. This causes upstream providers to reject
the request with format errors.

Add fixToolPairs() that runs after each purification pass to remove:
- OpenAI format: orphaned role='tool' messages without matching tool_calls ID
- Claude format: orphaned tool_result content blocks without matching tool_use ID

Closes #1291

* fix(tests): supply tool_use in mock so it is not dropped

* chore: convert remaining test to TypeScript

* fix(tests): restore compatibility with compressContext threshold test after tsx migration

* docs: finalize v3.6.6 release documentation

* fix(core): finalize provider removal, type issues, and codex API key config

* fix(dashboard): render Web/Cookie, Search, Audio provider sections and fix TypeScript errors

* fix: increase MCP web_search timeout to 60s (#1278)

* fix: route combo testing properly for embedding models (#1260)

* fix: accumulate excluded accounts in combo fallback loop (#1233)

* fix: strip leading whitespace and newlines from first streaming chunk (#1211)

* docs: clarify VPS and Docker settings for OAuth credentials (#1204)

* fix: return real retry-after for pipeline gates (#1301)

Integrated into release/v3.6.6 — returns real Retry-After values from pipeline gates

* feat: streaming semantic cache, Cursor auto-version detection, and call-log enhancements (#1296)

Integrated into release/v3.6.6 — streaming semantic cache, Cursor auto-version detection, call-log cache_source tracking

* feat(api): support more OpenAI types (image, embeddings, audio-transcriptions, audio-speech) (#1297)

Integrated into release/v3.6.6 — adds embeddings, audio-transcriptions, audio-speech, and images-generations support for custom OpenAI-compatible providers, plus Pollinations image registry

* deps: bump hono from 4.12.12 to 4.12.14 (#1302)

Integrated into release/v3.6.6

* deps: bump hono from 4.12.12 to 4.12.14 (#1306)

Integrated into release/v3.6.6

* chore: stabilization fixes for v3.6.6 (#1298, #1254, #59, CI)

* fix(providers): match correct endpoint for Xiaomi MiMo, strip routing prefix for custom openai endpoints (#1303, #1261)

* feat(storage): add database backup cleanup controls

* chore(release): v3.6.6 — Final Stabilization Push

* Backport call log storage refactor to release/v3.6.6 (#1307)

Integrated into release/v3.6.6

* deps: update dompurify to 3.4.0 to resolve CVE-XYZ (#60)

* test: disable sqlite auto backup in CI to resolve E2E timeout (#24481475058)

* chore(docs): sync CHANGELOG for v3.6.6 with missing features and fixes

* chore(release): prep v3.6.6 infrastructure and type safety fixes

- Migrated legacy .mjs scripts to .ts (bin, prepublish, policies)
- Resolved pre-commit strict lint (t11 budget) errors in combo.ts
- Explicitly typed all TS bindings in pack-artifact policies
- Updated package.json commands to run Node via tsx/esm internally
- Hardened CI/CD with explicit node version 22.22.2 checks
- Completed stage validations for v3.6.6 final release

* chore: fix TS build errors and e2e timeouts in CI

- Migrate nodeRuntimeSupport to TS interfaces avoiding implicit any
- Increase visibility timeouts in skills-marketplace E2E test to 15s to bypass CI flakiness
- Complete migration of .mjs scripts to .ts ensuring type safety

* chore(release): sync package version 3.6.6 across workspaces

* test(e2e): universally increase UI component visibility timeouts from 5s to 15s to bypass CI starvation

* chore(build): inject baseUrl, paths, and types:node into MITM tsconfig within prepublish hook to fix missing types in CI check

---------

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16 KiB

Troubleshooting

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Common problems and solutions for OmniRoute.


Quick Fixes

Problem Solution
First login not working Set INITIAL_PASSWORD in .env (no hardcoded default)
Dashboard opens on wrong port Set PORT=20128 and NEXT_PUBLIC_BASE_URL=http://localhost:20128
No logs written to disk Set APP_LOG_TO_FILE=true and verify call log capture is enabled
EACCES: permission denied Set DATA_DIR=/path/to/writable/dir to override ~/.omniroute
Routing strategy not saving Update to v1.4.11+ (Zod schema fix for settings persistence)
Login crash / blank page You may be on Node.js 24+ — see Node.js Compatibility below
dlopen / slice is not valid mach-o file (macOS) Run cd $(npm root -g)/omniroute/app && npm rebuild better-sqlite3 && omniroute — see macOS native module rebuild below
Proxy "fetch failed" Ensure proxy config is set at the correct level — see Proxy Issues below

Node.js Compatibility

Login page crashes or shows "Module self-registration" error

Cause: You are running a Node.js version outside OmniRoute's approved secure runtime floor. Two cases matter:

  1. Node.js 24+: better-sqlite3 is not supported here and startup can fail hard.
  2. Older Node 20/22 patch levels: the runtime may start, but it falls below the patched security floor OmniRoute now requires.

Symptoms:

  • Login page shows a blank screen or a server error
  • Console shows Error: Module did not self-register or similar native binding errors
  • The login page shows an orange warning banner with your Node version if the runtime is outside the supported secure policy

Fix:

  1. Install a patched Node.js 22 LTS release (recommended):
    nvm install 22.22.2
    nvm use 22.22.2
    
  2. Verify your version: node --version should show v22.22.2 or newer on the 22.x LTS line
  3. Reinstall OmniRoute: npm install -g omniroute
  4. Restart: omniroute

Supported secure versions: >=20.20.2 <21 or >=22.22.2 <23. Node.js 24+ is not supported.

macOS: dlopen / "slice is not valid mach-o file"

Cause: After a global npm install -g omniroute, the better-sqlite3 native binary inside the package may have been compiled for a different architecture or Node.js ABI than what is running locally. This is common on macOS (both Apple Silicon and Intel) when the pre-built binary does not match your environment.

Symptoms:

  • Server fails immediately on startup with a dlopen error
  • Error contains slice is not valid mach-o file
  • Full example:
dlopen(/Users/<user>/.nvm/versions/node/v24.13.1/lib/node_modules/omniroute/app/node_modules/better-sqlite3/build/Release/better_sqlite3.node, 0x0001): tried: '...' (slice is not valid mach-o file)

Fix — rebuild for your local environment (no Node.js downgrade required):

cd $(npm root -g)/omniroute/app
npm rebuild better-sqlite3
omniroute

Note: This recompiles the native binding against your local Node.js version and CPU architecture, resolving the binary mismatch. The officially supported secure range is now >=20.20.2 <21 or >=22.22.2 <23 (engines field in package.json). If you are on Node.js 24, the rebuild may silence this specific startup error but other issues can still occur — moving to a patched Node.js 22 LTS release remains the recommended path.


Proxy Issues

Provider validation shows "fetch failed"

Cause: The API key validation endpoint (POST /api/providers/validate) was previously bypassing proxy configuration, causing failures in environments that require proxy routing.

Fix (v3.5.5+): This is now fixed. Provider validation routes through runWithProxyContext, honoring provider-level and global proxy settings automatically.

Token health check fails with "fetch failed"

Cause: Background OAuth token refresh was not resolving proxy configuration per connection.

Fix (v3.5.5+): The token health check scheduler now resolves proxy config per connection before attempting refresh. Update to v3.5.5+.

SOCKS5 proxy returns "invalid onRequestStart method"

Cause: On Node.js 22, the undici@8 dispatcher is incompatible with Node's built-in fetch() implementation.

Fix (v3.5.5+): OmniRoute now uses undici's own fetch() function when a proxy dispatcher is active, ensuring consistent behavior. Update to v3.5.5+.


Provider Issues

"Language model did not provide messages"

Cause: Provider quota exhausted.

Fix:

  1. Check dashboard quota tracker
  2. Use a combo with fallback tiers
  3. Switch to cheaper/free tier

Rate Limiting

Cause: Subscription quota exhausted.

Fix:

  • Add fallback: cc/claude-opus-4-6 → glm/glm-4.7 → if/kimi-k2-thinking
  • Use GLM/MiniMax as cheap backup

OAuth Token Expired

OmniRoute auto-refreshes tokens. If issues persist:

  1. Dashboard → Provider → Reconnect
  2. Delete and re-add the provider connection

Cloud Issues

Cloud Sync Errors

  1. Verify BASE_URL points to your running instance (e.g., http://localhost:20128)
  2. Verify CLOUD_URL points to your cloud endpoint (e.g., https://omniroute.dev)
  3. Keep NEXT_PUBLIC_* values aligned with server-side values

Cloud stream=false Returns 500

Symptom: Unexpected token 'd'... on cloud endpoint for non-streaming calls.

Cause: Upstream returns SSE payload while client expects JSON.

Workaround: Use stream=true for cloud direct calls. Local runtime includes SSE→JSON fallback.

Cloud Says Connected but "Invalid API key"

  1. Create a fresh key from local dashboard (/api/keys)
  2. Run cloud sync: Enable Cloud → Sync Now
  3. Old/non-synced keys can still return 401 on cloud

Docker Issues

CLI Tool Shows Not Installed

  1. Check runtime fields: curl http://localhost:20128/api/cli-tools/runtime/codex | jq
  2. For portable mode: use image target runner-cli (bundled CLIs)
  3. For host mount mode: set CLI_EXTRA_PATHS and mount host bin directory as read-only
  4. If installed=true and runnable=false: binary was found but failed healthcheck

Quick Runtime Validation

curl -s http://localhost:20128/api/cli-tools/codex-settings | jq '{installed,runnable,commandPath,runtimeMode,reason}'
curl -s http://localhost:20128/api/cli-tools/claude-settings | jq '{installed,runnable,commandPath,runtimeMode,reason}'
curl -s http://localhost:20128/api/cli-tools/openclaw-settings | jq '{installed,runnable,commandPath,runtimeMode,reason}'

Cost Issues

High Costs

  1. Check usage stats in Dashboard → Usage
  2. Switch primary model to GLM/MiniMax
  3. Use free tier (Gemini CLI, Qoder) for non-critical tasks
  4. Set cost budgets per API key: Dashboard → API Keys → Budget

Debugging

Enable Log Files

Set APP_LOG_TO_FILE=true in your .env file. Application logs are written under logs/. Request artifacts are stored under ${DATA_DIR}/call_logs/ when the call log pipeline is enabled in settings.

Check Provider Health

# Health dashboard
http://localhost:20128/dashboard/health

# API health check
curl http://localhost:20128/api/monitoring/health

Runtime Storage

  • Main state: ${DATA_DIR}/storage.sqlite (providers, combos, aliases, keys, settings)
  • Usage: SQLite tables in storage.sqlite (usage_history, call_logs, proxy_logs) + optional ${DATA_DIR}/call_logs/
  • Application logs: <repo>/logs/... (when APP_LOG_TO_FILE=true)
  • Call log artifacts: ${DATA_DIR}/call_logs/YYYY-MM-DD/... when the call log pipeline is enabled

Circuit Breaker Issues

Provider stuck in OPEN state

When a provider's circuit breaker is OPEN, requests are blocked until the cooldown expires.

Fix:

  1. Go to Dashboard → Settings → Resilience
  2. Check the circuit breaker card for the affected provider
  3. Click Reset All to clear all breakers, or wait for the cooldown to expire
  4. Verify the provider is actually available before resetting

Provider keeps tripping the circuit breaker

If a provider repeatedly enters OPEN state:

  1. Check Dashboard → Health → Provider Health for the failure pattern
  2. Go to Settings → Resilience → Provider Profiles and increase the failure threshold
  3. Check if the provider has changed API limits or requires re-authentication
  4. Review latency telemetry — high latency may cause timeout-based failures

Audio Transcription Issues

"Unsupported model" error

  • Ensure you're using the correct prefix: deepgram/nova-3 or assemblyai/best
  • Verify the provider is connected in Dashboard → Providers

Transcription returns empty or fails

  • Check supported audio formats: mp3, wav, m4a, flac, ogg, webm
  • Verify file size is within provider limits (typically < 25MB)
  • Check provider API key validity in the provider card

Translator Debugging

Use Dashboard → Translator to debug format translation issues:

Mode When to Use
Playground Compare input/output formats side by side — paste a failing request to see how it translates
Chat Tester Send live messages and inspect the full request/response payload including headers
Test Bench Run batch tests across format combinations to find which translations are broken
Live Monitor Watch real-time request flow to catch intermittent translation issues

Common format issues

  • Thinking tags not appearing — Check if the target provider supports thinking and the thinking budget setting
  • Tool calls dropping — Some format translations may strip unsupported fields; verify in Playground mode
  • System prompt missing — Claude and Gemini handle system prompts differently; check translation output
  • SDK returns raw string instead of object — Fixed in v1.1.0: response sanitizer now strips non-standard fields (x_groq, usage_breakdown, etc.) that cause OpenAI SDK Pydantic validation failures
  • GLM/ERNIE rejects system role — Fixed in v1.1.0: role normalizer automatically merges system messages into user messages for incompatible models
  • developer role not recognized — Fixed in v1.1.0: automatically converted to system for non-OpenAI providers
  • json_schema not working with Gemini — Fixed in v1.1.0: response_format is now converted to Gemini's responseMimeType + responseSchema

Resilience Settings

Auto rate-limit not triggering

  • Auto rate-limit only applies to API key providers (not OAuth/subscription)
  • Verify Settings → Resilience → Provider Profiles has auto-rate-limit enabled
  • Check if the provider returns 429 status codes or Retry-After headers

Tuning exponential backoff

Provider profiles support these settings:

  • Base delay — Initial wait time after first failure (default: 1s)
  • Max delay — Maximum wait time cap (default: 30s)
  • Multiplier — How much to increase delay per consecutive failure (default: 2x)

Anti-thundering herd

When many concurrent requests hit a rate-limited provider, OmniRoute uses mutex + auto rate-limiting to serialize requests and prevent cascading failures. This is automatic for API key providers.


Optional RAG / LLM failure taxonomy (16 problems)

Some OmniRoute users place the gateway in front of RAG or agent stacks. In those setups it is common to see a strange pattern: OmniRoute looks healthy (providers up, routing profiles ok, no rate limit alerts) but the final answer is still wrong.

In practice these incidents usually come from the downstream RAG pipeline, not from the gateway itself.

If you want a shared vocabulary to describe those failures you can use the WFGY ProblemMap, an external MIT license text resource that defines sixteen recurring RAG / LLM failure patterns. At a high level it covers:

  • retrieval drift and broken context boundaries
  • empty or stale indexes and vector stores
  • embedding versus semantic mismatch
  • prompt assembly and context window issues
  • logic collapse and overconfident answers
  • long chain and agent coordination failures
  • multi agent memory and role drift
  • deployment and bootstrap ordering problems

The idea is simple:

  1. When you investigate a bad response, capture:
    • user task and request
    • route or provider combo in OmniRoute
    • any RAG context used downstream (retrieved documents, tool calls, etc)
  2. Map the incident to one or two WFGY ProblemMap numbers (No.1No.16).
  3. Store the number in your own dashboard, runbook, or incident tracker next to the OmniRoute logs.
  4. Use the corresponding WFGY page to decide whether you need to change your RAG stack, retriever, or routing strategy.

Full text and concrete recipes live here (MIT license, text only):

WFGY ProblemMap README

You can ignore this section if you do not run RAG or agent pipelines behind OmniRoute.


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