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Preserve Azure Responses stream errors after HTTP 200 - #6302

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akshaydeo merged 1 commit into
maximhq:devfrom
dani29:codex/azure-responses-stream-error
Aug 19, 2026
Merged

Preserve Azure Responses stream errors after HTTP 200#6302
akshaydeo merged 1 commit into
maximhq:devfrom
dani29:codex/azure-responses-stream-error

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@dani29

@dani29 dani29 commented Aug 19, 2026

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Summary

Preserve terminal Azure Responses API errors that arrive inside an already-open HTTP 200 SSE stream.

Root cause

Azure can accept a streaming Responses request with HTTP 200, emit normal lifecycle events, and then send a terminal error or response.failed event. The error details are nested in the event payload. Bifrost's native Responses paths did not normalize that shape consistently, so downstream callers could receive an empty model-run error even though the stream contained provider error information.

Change

  • Add one shared Responses stream-error normalizer.
  • Reuse it for both create-stream and retrieve-stream Responses paths.
  • Preserve nested error type, code, and message.
  • Provide a non-empty fallback message when Azure sends empty error details.
  • Add an HTTP-200 Azure-shaped SSE regression test and focused unit coverage.
  • Add ResponsesResponseError.Type to the schema.

This keeps the outer HTTP status unchanged: a Bifrost HTTP 200 stream is not treated as a successful model completion when a terminal error event is received.

Validation

  • go test ./providers/openai ./providers/vllm ./schemas
  • go vet ./providers/openai ./providers/vllm ./schemas
  • git diff --check

ref REI-3301

@dani29
dani29 requested a review from a team as a code owner August 19, 2026 08:35
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No actionable comments were generated in the recent review. 🎉

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📥 Commits

Reviewing files that changed from the base of the PR and between 2ed4dd9 and 37f5d85.

📒 Files selected for processing (6)
  • core/providers/openai/errors.go
  • core/providers/openai/errors_test.go
  • core/providers/openai/openai.go
  • core/providers/openai/responseslifecycle.go
  • core/providers/openai/streamtruncation_test.go
  • core/schemas/responses.go

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📝 Walkthrough

Summary by CodeRabbit

  • Bug Fixes

    • Improved handling of streaming errors from OpenAI and Azure Responses APIs.
    • Preserved provider error types, codes, and messages across in-stream failures.
    • Added clearer fallback messages when error details are unavailable.
  • Tests

    • Added coverage for Azure-style errors, response failures, and truncated streams.

Walkthrough

The change adds shared normalization for OpenAI Responses stream errors. It preserves top-level and nested error fields, applies the converter to both streaming paths, extends the response error schema, and adds regression coverage.

Changes

Responses stream error handling

Layer / File(s) Summary
Error contract and normalization
core/schemas/responses.go, core/providers/openai/errors.go
ResponsesResponseError now preserves an optional top-level Type. responsesStreamError normalizes top-level and nested error fields and creates fallback messages.
Streaming path integration
core/providers/openai/openai.go, core/providers/openai/responseslifecycle.go
Responses streaming handlers use responsesStreamError for error and failed events.
Error normalization validation
core/providers/openai/errors_test.go, core/providers/openai/streamtruncation_test.go
Tests cover Azure-shaped errors, response failures, empty details, and terminal errors after HTTP 200 responses.

Estimated code review effort: 3 (Moderate) | ~20 minutes

Merge Risk: ⚪ Minimal · up to 37f5d

This localized change preserves provider error details for terminal streaming failures without changing the outer HTTP status, with focused regression coverage and normal validation completed; no actionable merge-blocking risk remains.

Possibly related PRs

  • maximhq/bifrost#5165: Both changes modify OpenAI Responses streaming error handling and related normalization.

Suggested reviewers: akshaydeo

🚥 Pre-merge checks | ✅ 5
✅ Passed checks (5 passed)
Check name Status Explanation
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
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 identifies the main change: preserving Azure Responses stream errors received after an HTTP 200 response.
Description check ✅ Passed The description explains the problem, root cause, implementation, testing, affected behavior, and related issue, but omits several template checklist sections.
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@dani29
dani29 force-pushed the codex/azure-responses-stream-error branch from 7388497 to 37f5d85 Compare August 19, 2026 08:36

dani29 commented Aug 19, 2026

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Investigation note

The Azure failure mode is an in-band stream failure, not an HTTP transport failure:

  1. Azure opens the Responses SSE request with HTTP 200.
  2. It emits normal lifecycle events such as response.created.
  3. It can then emit a terminal error or response.failed event whose details are nested under the event payload.
  4. If those nested fields are not normalized, downstream code sees the misleading {"message":""}.

This PR keeps the outer HTTP 200 unchanged and preserves the terminal semantic error instead: type, code, message, plus a non-empty fallback when Azure sends empty details. The same normalizer is used by both native Responses create-stream and retrieve-stream paths.

The regression test reproduces the wire shape with response.created followed by an Azure-style nested error event. It does not claim that every such event is an Azure service-side HTTP 429; it ensures Bifrost does not discard whatever provider error Azure delivered inside the already-open stream.

Validation passed locally:

  • go test ./providers/openai ./providers/vllm ./schemas
  • go vet ./providers/openai ./providers/vllm ./schemas
  • git diff --check

@coderabbitai
coderabbitai Bot requested a review from akshaydeo August 19, 2026 08:37
@dani29

dani29 commented Aug 19, 2026

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human note: hey folks, ran into this issue with Bifrost consuming SSE OpenAI Streaming from Azure, where we ran out of quota. The stream returns 200 Status Code, but the request hides the quote denied in the payload. This issue should fix it and surface the error properly.

@akshaydeo
akshaydeo merged commit 1479441 into maximhq:dev Aug 19, 2026
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@akshaydeo akshaydeo mentioned this pull request Aug 26, 2026
akshaydeo added a commit that referenced this pull request Aug 26, 2026
<Note>
v2.0.0 is the first stable release on the 2.0 line. This changelog rolls
up `2.0.0-prerelease1` (based on
[v1.6.3](https://docs.getbifrost.ai/changelogs/v1.6.3)),
`2.0.0-prerelease2`, `2.0.0-prerelease3` and the final release window,
so it is the complete delta for a deployment upgrading from any v1.6.x
release. Fixes that also shipped on the v1.6.x line after v1.6.3 are
listed once here.
</Note>

<Warning>
**Breaking changes.** Read the [v2.0.0 migration
guide](https://docs.getbifrost.ai/migration-guides/v2.0.0) before
upgrading.

- **Custom plugin downloads are SSRF-protected** - a plugin `path`
pointing at an http(s) URL is rejected if it resolves to a loopback,
private, CGNAT, link-local or otherwise non-public address, and every
custom plugin path is re-verified on each restart, including ones
defined in `config.json`.
- **Custom plugin create and update require admin authentication** -
`POST /api/plugins` and `PUT /api/plugins/{name}` reject a custom `path`
when the caller only got through because dashboard auth is disabled or
unconfigured.
- **Governance APIs moved under `/api/governance/*`** - `/api/teams`,
`/api/users`, `/api/roles`, `/api/audit-logs` and other top-level
governance paths moved under one namespace; Team and User lists use
`limit`/`offset` pagination. Routing rules and the complexity analyzer
moved from `/api/governance/*` to `/api/routing/rules` and
`/api/routing/complexity-analyzer-config`; the old paths remain as
deprecated aliases.
- **`HTTPTransportPreHook` now runs after authentication** - the
pipeline is `HTTPTransportPreAuthHook -> auth -> HTTPTransportPreHook ->
handler`. Plugins that inject a credential (`x-bf-vk`, `Authorization`,
`x-api-key`) must move that work to the new `HTTPTransportPreAuthHook`,
and Go plugins implementing `HTTPTransportPlugin` must add the method
(`.so` plugins that predate it are skipped for that phase).
- **Legacy telemetry attributes removed** - the `gen_ai.*`-namespaced
Bifrost-internal span attributes,
`gen_ai.usage.prompt_tokens`/`completion_tokens`, the nanosecond
`time_to_first_token` attribute and `x-bf-prom-*` request-header
Prometheus dimensions are gone from the OTel and Prometheus connectors.
Dashboards should read the `bifrost.*` keys and `time_to_first_chunk`.
- **Gemini tool preference** - a Gemini API request carrying both
function declarations and Google Search without
`include_server_side_tool_invocations` now keeps the function
declarations and drops Google Search (previously the opposite). Set
`include_server_side_tool_invocations: true` to send both on Gemini 3
models. Vertex is unaffected.
</Warning>

## ✨ Features

- **Batch Accounting** - Provider batch jobs are tracked in a new
`batch_jobs` table and settled asynchronously: results are priced per
model from catalog batch rates (0.5 default ratio) on the `/results`
path, one aggregate cost log is written idempotently with the creating
request's identity, a background sweeper with ownership fencing
re-drives jobs that timed out, settled usage is charged exactly once to
the creating user's budgets and rate limits (including unscoped virtual
key budgets on model-less batch-create requests), mixed-model batch rows
are repriced during cost recalculation, and the log detail view shows a
Batch Details block with per-state request counts and the settled cost
(#5291, #5292, #5293, #5294, #5295, #5296, #6109, #6121, #6376, #6410,
#6474, #6505)
- **Claude-on-Vertex Batches** - Vertex batch jobs route Anthropic
models to `publishers/anthropic/...`, build Claude-on-Vertex JSONL
instances, round-trip `custom_id`, and preserve `tools`, `toolConfig`,
`cachedContent`, `labels` and `display_name` on Gemini/Vertex batch
requests (#5368)
- **Input / Output Cost Split** - Every log carries `input_cost`,
`output_cost` and `additional_cost` (guardrails, semantic cache, MCP)
next to the total, across the RDB, ClickHouse, matviews, recalculation
and the quota API; speech, transcription and OCR usages carry
`BifrostCost`; the log detail view shows the split with per-category
detail (#6511)
- **Bifrost Overhead Latency** - `upstream_latency` and
`overhead_latency` are recorded on every log, aggregated (avg, p90, p95,
p99) in the dashboard's new Bifrost Overhead chart and shown in the log
detail view; the overhead is decomposed by span self-time into
serialization, conversion, plugins, middleware, key selection, queue
wait, networking, client delivery and scheduling buckets (including
streaming per-chunk parse, conversion and backpressure and the worker
hand-off), persisted to `overhead_breakdown` and rendered as a stacked
bar in the log detail view; a `bifrost_overhead_latency_microseconds`
histogram is exported to Prometheus and OpenTelemetry and
`upstream_latency_ms`/`overhead_latency_ms` tags to Maxim, while
breakdown spans are kept out of observability connectors (#5533, #5534,
#5535, #6345, #6388, #6389, #6433, #6470, #6495)
- **Notification Center** - Role-targeted dashboard notifications stored
in the database, delivered over WebSocket and surfaced in a topbar tray
via `GET/POST /api/notifications` (#6207, #6227, #6324)
- **Topbar and Responsive Dashboard** - Persistent topbar with page
titles, theme toggle, external links, user menu and version; responsive
layouts across all views with truncation and tooltips for long values
and icon-only buttons; version-skew detection with an auto-reloading
upgrading screen (#6196, #6105, #6126, #6204, #6232, #6330, #6370,
#6476, #6485, #6493)
- **Video Edits** - `POST /v1/videos/edits` applies prompt-driven edits,
upscaling and background removal to an existing video supplied as bytes,
a URL or a provider video ID, on OpenAI and Runware (#6270)
- **Runware Chat, Catalog and Media Operations** - Chat completions,
streaming and Responses via Runware's OpenAI-compatible endpoint,
`ListModels` from the curated catalog, image upscale via
`/v1/images/edits` (`type=upscale`), image-to-3D and async 3D generation
via `/v1/videos` (`type=3d`), provider-reported per-task cost, and a raw
`/runware_passthrough` route (#6260, #6372, #6208, #6075)
- **JSON Image Edits** - `POST /v1/images/edits` accepts JSON bodies
with URL or base64 images and typed extra params in addition to
multipart (#6418)
- **OpenAI Ultrafast Service Tier** - `service_tier: "ultrafast"` is
forwarded only to models that support it and billed at dedicated
ultrafast rates, with matching custom pricing override fields (#6396,
#6399)
- **Service Tier on Logs** - Logs record the tier actually served,
including Anthropic's `service_tier` from `message_start` on streams,
with a Service Tier column and detail field so repricing uses the served
tier (#6233, #6236)
- **Pricing Fields** - New per-request flat fee (`cost_per_request`),
megapixel-based image tiers (4/8/16/32/64 MP), per-size and joint
size+quality image rates for `gpt-image-1`-style models, and
`input_cost_per_query` for rerank flow through datasheet sync, the cost
engine, custom overrides, the API and the UI override form; upscale
output resolution is backfilled from `target`/`factor` on Replicate so
tiered rates bill the real output size (#6079, #6082, #6083, #6379,
#6380)
- **Model Catalog Pricing and Overrides** - Pricing data in the model
catalog (thanks [@johnbrett](https://github.com/johnbrett)!), with
resolved pricing overrides exposed on `/api/models/details` and on
catalog rows, shown in the dashboard (#6055, #6056, #6058)
- **Typed Embeddings on Bedrock** - Titan V2 `embeddingTypes` and Cohere
`embedding_types` on Converse, the native invoke route and LangChain
`BedrockEmbeddings` (#6381)
- **Rerank Upgrades** - Structured JSON documents, `return_documents`,
`next_token` pagination, caller document IDs preserved in every result,
Cohere-shaped errors, cross-provider responses converted back to the
caller's wire shape, and `/genai/v1/rank` served cross-provider (#6328,
#6301, #6432)
- **OpenRouter Speech, Transcription and Embeddings** - TTS and STT
through OpenRouter's audio endpoints, and embedding models included in
`ListModels` (#5734, #6264)
- **Grok on Bedrock Mantle** - `xai.` models route through the
`openai/v1` Mantle path (#6022)
- **Gemini 3 Thinking Levels** - A per-model `thinkingLevel` support
table clamps requested levels to the rungs each model implements;
`reasoning_effort: "none"` sets the model's floor level instead of
zeroing `thinkingBudget` (#6280)
- **Datasheet-Backed Compatibility** - Anthropic, Bedrock, Cohere and
Gemini request shaping (adaptive thinking, native effort,
disable-reasoning, mid-conversation system turns, computer-use and
text-editor tool generations, default max output tokens, tool
validation) is resolved from model capabilities instead of hardcoded
model-name checks (#6281, #6492)
- **Reasoning Effort None** - Models that reason by default but do not
support reasoning with tool calls get `reasoning.effort: "none"` when
they advertise `supports_none_reasoning_effort`, instead of losing
`reasoning` entirely (#6293)
- **HTTP Transport Pre-Auth Hook** - New `HTTPTransportPreAuthHook`
plugin phase runs before transport authentication so plugins can inject
credentials such as `x-bf-vk`; a `virtual-key-from-config` native plugin
example ships alongside it (#6375, #6373)
- **Plugin Inject Limits** - Per-plugin `semaphore_size` and
`inject_timeout` on `PluginConfig` bound observability `Inject` calls so
a hung connector releases its slot (#6341)
- **Harness Session Autodetection** - Claude Code, Codex CLI and
OpenCode session headers populate the session ID when `x-bf-session-id`
is absent (#6333)
- **Auth and Model Check Skip Paths** - Context keys let trusted
internal callers bypass auth resolution, and let evaluate-only requests
such as `/inspect` bypass the virtual key provider and model allowlists
while budgets and rate limits still apply (#6124, #6479)
- **Passthrough Encoding Negotiation** - Forwarded `Accept-Encoding` is
filtered to decodable codecs (gzip, deflate, brotli, zstd; gzip and
identity for streams) and chained content encodings are decoded (#6360)
- **Routing Plugin** - Routing rules and the complexity router live in a
dedicated `routing` plugin that runs after governance so rules evaluate
on the fully stamped context; endpoints moved to `/api/routing/rules`
and `/api/routing/complexity-analyzer-config` with deprecated
`/api/governance/*` aliases; complexity routing now reads the text of
mixed text+image turns (#6144, #6145, #6146, #6147, #6253)
- **Dimension Scope Ceiling** - Grouped log analytics (rankings,
histograms, key pairs) are bounded to the customer, team, business unit,
user and virtual key ids the caller may see (#6262)
- **MCP Per-User OAuth and Token Exchange** - MCP clients can hold
per-user OAuth credentials and per-user headers, configurable from
`config.json` as well as the UI, with a documented shared vs
per-identity token lookup contract, `oauth_config.resource` (RFC 8707),
VK/Users filters on the OAuth Grants and MCP Auth Sessions sidebars and
one shared create/install client form; `token_exchange` gains
`use_idp_credentials` to reuse SSO login app credentials for providers
such as Microsoft Entra ID (`client_id` becomes optional) and combines
`offline_access` with `<audience>/.default` for Entra OBO; shared-OAuth
clients show `needs_reauth` when their token row is invalidated,
`Reauthorize` is limited to shared clients, the OAuth flow claim is
atomic against concurrent reauth, stored scopes survive a decode
failure, and credential caches propagate cancellation and version their
entries (#6068, #6069, #6078, #6411, #6428, #6429, #6504)
- **MCP Connection Lifecycle and Tool Discovery** - Discovered tools
persist and resync uniformly across all client types through a
hash-gated core callback, surviving restarts and propagating across a
cluster; connections use make-before-break reconnects with ephemeral
clients rebuilt across the whole connect+init retry, last-known tool
maps preserved, connect attempts bound to entry identity and background
reconnects deduped; `needs_session_stickiness` is pinned across
`config.json` reconciliation; updating static headers on a sticky client
pre-flight verifies the new credential and swaps it onto the live
connection, per-call shared-credential clients refresh tools
synchronously, and a failed enable parks the client at `Disabled` so it
can be retried; the global `tool_sync_interval` hot-reloads and re-times
running checkers; state badges render with spaces and the `disconnected`
filter bucket is now `unstable` (#6409, #6430, #6431, #6483, #6502)
- **Air-Gapped MCP Catalog** - `mcp_library_sync_interval: 0` disables
catalog sync and `file://` URLs load the MCP server library from disk
(#6195)
- **MCP Log Redaction and Plugin Logs** - MCP tool logs carry redaction
mappings and plugin logs (#5744, #5746)
- **Splunk Connector Configuration** - `config.schema.json`, Helm values
and dashboard entries for the Splunk HEC observability connector (#6296,
#6091, #6099)
- **Helm Broker Clustering** - `bifrost.cluster.type: broker` with
broker address, port and TLS settings alongside the existing mesh
transport (#6398)
- **HTTP/2 Ping Interval in the UI** - Provider network configuration
exposes `http2_ping_interval_in_seconds` (#6228)
- **Status Code Badges** - Error and passthrough logs show the upstream
HTTP status code in the log detail header (#5536)
- **Server-Side Tool Calls in Logs** - `web_search_call`,
`code_interpreter_call` and similar Responses items render their full
payload in the log detail view (#6475)
- **Gemini Server-Side Tool Calls** - Gemini `toolCall`/`toolResponse`
parts surface as `web_search_call` items with their own call ID and
queries, unmapped tool types are preserved on the native round-trip, and
each `thoughtSignature` appears exactly once on replay (#6071)
- **Bedrock VPC Endpoints** - AWS Bedrock keys can target VPC endpoints
(#6064)
- **W3C Trace ID Propagation** - Requests carry a W3C trace ID on the
context (#5945)
- **Durable Background Jobs** - New `sidekiq` background-job table,
store methods, and runner with recovery and reaper; cost recalculation
migrated to a durable, resumable and cancellable job with polling
instead of SSE (#5800, #5801)
- **Separate OTEL Metrics Pipeline** - The OTEL collector supports a
metrics tab independent of traces, plus separate headers for traces and
metrics (#5939, #5940)
- **Grouped Logs View** - The logs table groups fallback chains under
expandable roots backed by the new `roots_only` filter with child
aggregates, and the model catalog persists tab, search and provider in
the URL (#5522, #5737, #6059)
- **User Agent and App Attribution** - Logs and MCP tool logs record
user agent, app, source, decision, app key and device ID, with custom
user-agent mapping and dashboard dimension rankings; MCP tool logs
observed by the Bifrost Edge agent can be ingested with device, app key,
decision and source attribution
- **S3 Log Export Metadata** - Additional metadata is written alongside
S3 log exports (#6070)
- **Matview Maintenance Off Switch** - `matview_refresh_interval`
accepts `"off"` to disable logstore matview maintenance entirely (thanks
[@jeremym-tanium](https://github.com/jeremym-tanium)!) (#5693)
- **Video Request Info in Logs UI** - Video requests surface their
details in the logs UI (#5946)
- **Shell Rewriter Hook** - The UI handler exposes a `ShellRewriter`
hook for pre-hydration HTML rewriting (#5807)
- **Custom Branding** - Logo and icon branding support with an OSS
fallback stub, cached in localStorage to prevent a logo flash on load
(#5806, #6096)
- **User Assignment on Virtual Keys** - Users can be assigned from the
virtual key sheet (#5863)
- **Quarterly Budgets** - Quarterly budget windows with a configurable
fiscal year start for customers and virtual key provider configs,
surfaced in budget labels (#5996, #5997, #5999, #6115, #6116)
- **Sarvam AI Provider** - Added Sarvam AI as a first-class provider
with chat, text-to-speech, and speech-to-text support (thanks
[@Purvi09](https://github.com/Purvi09)!)
- **ElevenLabs Sound Effects** - Added text-to-sound generation support
via `/v1/sound-generation` (thanks
[@SecretSun](https://github.com/SecretSun)!)
- **Bedrock Project Scoping** - Added optional `project_id` to Bedrock
and Bedrock Mantle key configs with per-alias overrides for Bedrock,
Bedrock Mantle, and Vertex, plus UI support
- **Trace Redaction** - Phase-scoped redaction and revealing, transient
redaction data field for guardrails, and trace content redaction before
connector export
- **Audit Log Object Storage** - S3/GCS object storage config schema for
audit log archival
- **Alerting Configuration** - Alerting schema in `config.schema.json`
with declarative channels and CEL-based rules, Helm chart support, and
enterprise fallback pages
- **Canonical Model Names** - Dashboard model rankings now show
canonical model names instead of inference-profile IDs (thanks
[@satyamkrishna](https://github.com/satyamkrishna)!)
- **OAuth2 Hardening** - Allowlist for private-use redirect URI schemes
(RFC 8252 §7.1) and a `shouldSweep` gate on the OAuth2 sweep worker
- **Mirrored Schema Support** - `schema_url` / `BIFROST_SCHEMA_URL` for
mirrored schema locations in isolated deployments
- **Vertex Single-Region Config** - Enforce single-region configuration
in Vertex key config
- **Helm Chart Updates** - `bifrost.alerting`, audit-log object storage,
`postgresql.external.port` string support, and
`bifrost.mcp.toolGroups[*].id`
- **ChatGPT Passthrough** - Added a ChatGPT passthrough route on the
OpenAI integration with dedicated request handling
- **Edge Fallback Pages** - Added fallback pages for Bifrost Edge
control views (config, devices, inventory) backed by governance resolver
support
- **Agent Handover View** - Added an agent handover page with seeded
end-to-end data support
- **First-Time Setup Token** - A setup token gates first-time setup so a
fresh deployment is not open to the world, and the onboarding checklist
is back, completing its dashboard auth step on SSO deployments (#5759,
#5784, #6322)

## 🐞 Fixed

- **Structured Output Schema Order** - `response_format` JSON schemas
are forwarded byte-for-byte to OpenAI, Anthropic, Bedrock, Gemini and
Cohere so the model generates fields in the caller's declared order
instead of a re-sorted one (#6235)
- **Thinking Block Typing on Streams** - Reasoning items carrying both
an encrypted payload and a visible summary open as `thinking` blocks
instead of `redacted_thinking` (#6292)
- **Replayed Thinking Blocks via `bedrock/` Prefix** - Content-less
`tool_result` blocks are kept, interleaved block order is preserved,
`incomplete` maps to `error` on Converse, and pending reasoning is
consumed by its owning item, so multi-turn tool use no longer wedges
(#6346)
- **Gemini 400s on Claude Code Traffic** - Trailing assistant prefills
are trimmed and mid-conversation system turns are inlined for
Gemini/Vertex; `extra_fields` is echoed on `/anthropic/v1/messages`
(#6363)
- **Bedrock Tool Use IDs** - IDs longer than 64 characters or outside
Bedrock's charset (such as Gemini thought-signature IDs) are aliased
deterministically on both `tool_use` and `tool_result` (#6300)
- **Azure Responses Stream Errors** - Terminal `error` and
`response.failed` events inside an already-open HTTP 200 SSE stream are
surfaced as errors with their nested type, code and message (thanks
[@dani29](https://github.com/dani29)!) (#6302)
- **GenAI SSE Heartbeats** - GenAI streams delimit heartbeat comments so
Google SDK clients preserve the following event, while older openai-go
clients keep the bare heartbeat (thanks
[@dani29](https://github.com/dani29)!) (#6252)
- **OpenCode max_tokens** - `max_tokens` is preserved for
OpenCode-compatible chat endpoints (thanks
[@Alex-wangyang](https://github.com/Alex-wangyang)!) (#6458)
- **HuggingFace Streaming Usage** - HuggingFace is no longer listed as
omitting the `[DONE]` marker, and `stream_options.include_usage`
defaults on its chat streaming path, so streamed calls stop reporting
zero tokens and zero cost (thanks
[@elliottrabac](https://github.com/elliottrabac)!) (#6478)
- **Provider Key Name on Update** - A key PUT that omits `name` no
longer clears it, and already-exists errors keep their constraint detail
(thanks [@cpsc](https://github.com/cpsc)!) (#6417)
- **Bedrock Mantle Streaming** - Bedrock Mantle is registered in
`ProviderSendsDoneMarker` so streams end after `finish_reason` (#6021)
- **URL-Sourced Files and Images** - `gs://` URIs go to Gemini/Gemma as
`fileData.fileUri` and are read from Cloud Storage for Claude-on-Vertex,
`s3://` references go to Bedrock Converse as `s3Location`, Bedrock
rerank synthesizes the foundation-model ARN from a bare model ID, OpenAI
file blocks keep `file_url`, non-http schemes pass through on the OpenAI
and native-Anthropic paths, and Gemini always emits a candidate with its
finish reason and drops payload-free parts (#6239)
- **Together and Alias Pricing** - The management catalog resolves
runtime provider `together` to the datasheet identity and prices
configured aliases through their target model (thanks
[@dani29](https://github.com/dani29)!) (#6257, #6320)
- **Redis Vector Store TAG Escaping** - All RediSearch special
characters are escaped in TAG query values (thanks
[@AdityaPainuli](https://github.com/AdityaPainuli)!) (#5351)
- **MCP Tool Sync Interval Corruption** - Toggling an MCP client's
enable/disable switch no longer corrupts `tool_sync_interval`; the value
is a whole number of minutes, negative values are rejected instead of
silently disabling sync, and re-enabling a per-call client restarts its
discovery cycle (#6409, #6502)
- **MCP Tool Map Staleness** - `SetClientTools` replaces the in-memory
tool map instead of merging, so tools removed upstream leave memory once
the database has dropped them (#6484)
- **SSE Reconnect Identity** - `OnConnectionLost` on SSE MCP clients is
gated on connection identity so a stale connection cannot tear down its
replacement
- **Connector Header Redaction** - `Authorization`, `x-api-key`,
Cloudflare Access and AWS ALB OIDC headers are redacted before export to
every observability backend (#6371)
- **Vertex Mixed Tools** - Vertex AI accepts function declarations and
Google Search in the same request without
`includeServerSideToolInvocations`, and search localization via
`retrievalConfig.latLng` is preserved (#6066)
- **Gemini Tool Preference** - When tool combination is disabled,
function declarations win over Google Search so the model can still call
the caller's tools (#6065)
- **Bedrock Stop Reasons** - Bedrock `content_filter` and
`guardrail_intervened` stop reasons map to `incomplete` status with a
`content_filter` reason
- **Encrypted Reasoning on Compaction** - The fail-soft that strips
`encrypted_content` before retrying a rejected request also covers
`/v1/responses/compact` and count-tokens requests, and recognizes
Anthropic's `redacted_thinking` rejection (#6041, #5960)
- **DAC-Scoped VK Reads** - `from_memory` virtual key reads are blocked
for DAC-scoped callers
- **Path Normalization Auth Bypass** - Fixed a path normalization flaw
that allowed auth to be bypassed (#5763)
- **Minimal Reasoning Effort on GPT-5 Models** - `reasoning_effort:
"minimal"` is preserved for GPT-5-family OpenAI models instead of being
downgraded to `low` (thanks [@jitokim](https://github.com/jitokim)!)
(#6046)
- **Gemini Truncated Response Finish Reason** - Truncated Gemini
responses report `MAX_TOKENS` instead of `OTHER` (thanks
[@AdityaPainuli](https://github.com/AdityaPainuli)!) (#5979)
- **Null Tool-Call Function Name on Streaming** - Streaming continuation
deltas no longer materialize an absent tool-call function name as `null`
(thanks [@AdityaPainuli](https://github.com/AdityaPainuli)!) (#5966)
- **Bedrock Document Uploads** - Fixed Bedrock file handling in
inference so office and PDF documents sent as OpenAI `type: "file"` are
accepted (#5947)
- **xAI Usage Cost** - Fixed USD cost ticks for xAI usage (#5950)
- **Governance List-Models Call** - Budgets and rate limits no longer
trigger a list-models call (#6051)
- **Realtime Response Create Input** - Guarded `response.create` input
(#6050)
- **Governance Rate-Limit Reset CPU** - Guards against invalid reset
timeouts, parallelized resting-budget flows only when absolutely
required, and fixed the calendar-based alignment qualifier
- **Masked Key Persistence** - Never persist masked provider key
previews to config storage (thanks
[@eyeveil](https://github.com/eyeveil)!)
- **OpenShift Arbitrary UIDs** - Build-time group-0 ownership with no
runtime chown (thanks [@eyeveil](https://github.com/eyeveil)!)
- **Passthrough Virtual Key Attribution** - Passthrough calls via the
Azure `api-key` header now attribute to the virtual key (thanks
[@eyeveil](https://github.com/eyeveil)!)
- **Rerank for Custom Providers** - `/v1/rerank` now works with custom
OpenAI-compatible providers (thanks
[@eyeveil](https://github.com/eyeveil)!)
- **Responses Stream Usage** - Persist stream usage when providers omit
or reuse sequence numbers (thanks
[@eyeveil](https://github.com/eyeveil)!)
- **Wildcard allowed_models Repair** - Repair bare wildcard
`allowed_models` rows that broke admin provider updates (thanks
[@eyeveil](https://github.com/eyeveil)!)
- **Streaming Error Panic** - Nil-safe tracing span lookup prevents
panics on streaming errors (thanks
[@eyeveil](https://github.com/eyeveil)!)
- **Anthropic Tool ID Sanitization** - Sanitize `tool_use`/`tool_result`
ids to Anthropic's charset (thanks
[@Shaik-Sirajuddin](https://github.com/Shaik-Sirajuddin)!)
- **Realtime Transcription Sessions** - Support GA transcription-type
sessions in `POST /v1/realtime/client_secrets` (thanks
[@Shaik-Sirajuddin](https://github.com/Shaik-Sirajuddin)!)
- **Diarized Transcription** - Support `diarized_json` segments and
ElevenLabs speaker passthrough (thanks
[@Shaik-Sirajuddin](https://github.com/Shaik-Sirajuddin)!)
- **Model Discovery** - Skip disabled keys when scheduling
model-discovery fetches (thanks
[@Shaik-Sirajuddin](https://github.com/Shaik-Sirajuddin)!)
- **MCP Timeout Placeholder** - Show the real global default in the MCP
tool execution timeout placeholder (thanks
[@Shaik-Sirajuddin](https://github.com/Shaik-Sirajuddin)!)
- **Redacted Thinking Round-Trip** - Round-trip Anthropic
`redacted_thinking` blocks on the Responses surface (thanks
[@fus3r](https://github.com/fus3r)!)
- **Streaming Accumulation** - Preserve citation annotations and
`finish_reason` in the accumulated streaming response (thanks
[@fus3r](https://github.com/fus3r)!)
- **Gemini Grounded Streaming** - Reset web-search flag when recycling
pooled stream state so `web_search_call` items keep emitting (thanks
[@fus3r](https://github.com/fus3r)!)
- **Bedrock Truncation Signal** - Signal `max_output_tokens` truncation
on the Responses API (thanks
[@jeremym-tanium](https://github.com/jeremym-tanium)!)
- **Bedrock Reasoning Config** - Preserve `reasoning_config` on
cross-provider translation so fallbacks keep extended thinking (thanks
[@Purvi09](https://github.com/Purvi09)!)
- **Anthropic tool_search** - Forward and rebuild server-side
`tool_search` on the Responses path (thanks
[@ws4charlie](https://github.com/ws4charlie)!)
- **OpenAI Responses Input** - Strip `role` from non-message input items
(thanks [@nettee](https://github.com/nettee)!) and serialize compaction
request `input` correctly (thanks
[@mcclurmc](https://github.com/mcclurmc)!)
- **additional_tools Support** - Added `additional_tools` message type
support, preserving nested tool types on `/v1/responses`
- **Plugin Stream Errors** - Emit structured plugin stream errors on
integration routes (thanks [@jeffhos](https://github.com/jeffhos)!)
- **Pooled Object Hygiene** - Zero pooled ChannelMessage references on
release and sweep orphaned deferred spans in trace store TTL cleanup
(thanks [@citrocat](https://github.com/citrocat)!)
- **Hybrid Log Token Usage** - Rebuild token usage from denormalized
columns in hybrid log list (thanks [@G-XD](https://github.com/G-XD)!)
- **MCP Tool Ordering** - Deterministic MCP tool ordering for prompt
cache stability
- **MCP Inline-Auth Links** - Warn callers not to truncate the `#t=`
temp-token fragment (thanks
[@MarcusPeng](https://github.com/MarcusPeng)!)
- **Gemini Fixes** - Web search options map to Google Search grounding,
file upload MIME types preserved, and video reference fields map to
instances (thanks [@vojthor](https://github.com/vojthor)!)
- **OpenAI Parameters** - Honor service tier in chat completion and cap
max reasoning effort
- **Anthropic Costing** - Correct inference geo cost and cache rate for
fast mode
- **SecretVar Parsing** - Parse `SecretVar` JSON with `ref`/`env_var`
fields even when `value` is absent
- **Telemetry** - Forward request id and trace id, reduce metrics
cardinality explosion risk, and send status codes on OTEL metrics
- **Dashboard** - Preserve active time period when applying dimension
filters, adjust bucket size thresholds for month-range durations, show
user popover with `preferred_username` fallback, filter provider-level
keys from the prompt manager selector (thanks
[@rlex](https://github.com/rlex)!), skip password validation for
redacted credentials, and improve `ModelMultiselect` empty and error
states
- **API Key Provider Selection** - Fixed provider selection for API keys
- **Azure Auth Headers** - Pass Azure auth headers in helpers
- **Stream Delta Schema** - Added `ExtraContent` to
`ChatStreamResponseChoiceDelta` (thanks
[@nghodkicisco](https://github.com/nghodkicisco)!)
- **API Auth Bypass** - Stopped `/api/devices` bypassing auth via the
`/api/dev` prefix
- **Bedrock Error Types** - Surface the AWS exception type
(`X-Amzn-Errortype`) on non-streaming Bedrock error responses instead of
dropping it

## 🔧 Maintenance

- **Hot-Path Performance** - Cached serialization for shared MCP tools,
a direct `OrderedMap` JSON writer, bulk span attribute writes with
cached span pointers, reusable worker delivery timers, retained span
attribute maps, generation-stamped memoization of `GetProvidersForModel`
and `GetModelsForProvider` via the new `gencache` package, sonic-based
JSON responses, and a plugin-log existence check before draining (#6242,
#6241, #5956, #5957, #5657, #6387, #5641, #6224, #6268, #6211)
- **Go Toolchain** - Modules build with Go 1.26.6 and the Nix flake pins
1.26.7 (#6269, #6385)
- **Dependency Upgrades** - Dependabot updates across all modules,
newman 6.2.2 with pinned transitive overrides, module path fixes and
`openai_config` referenced from every provider config schema (#6040,
#5864, #6267, #6305, #6275)
- **Test Coverage** - vLLM instances provisioned on RunPod in the
release pipeline, Runware harness coverage including `/v1/images/edits`
and `/v1/videos`, batch and pricing-override lifecycle harness cases, an
Anthropic `message_start` usage regression test, LangChain rerank and
embedding integration tests, and e2e fixes for dashboard auth, budget
reset and MCP state (#5541, #6303, #6319, #6299, #6327, #6432, #6351)
- **Documentation** - v2.0.0 migration guide with the governance
namespace mapping and a v1.5.x downgrade guide for `prerelease3`
deployments, v2.0.0 availability callouts, routing API namespace docs,
Bedrock application inference profiles, Splunk connector docs,
config.schema.json and Datadog env var reference fixes, and Discord
badge fixes (thanks [@Swpn0neel](https://github.com/Swpn0neel)!) (#6332,
#6374, #6420, #6147, #6203, #6099, #5938, #6019, #6425, #6448)
- **Helm** - Chart releases v2.1.35 and v2.1.36 (#6129, #6249)
- **Governance Route Families** - Editions can override governance route
families (#5839)

## 🗄️ Database Migrations

All migrations below are new relative to v1.6.11. Deployments on an
older v1.6.x release should also review the intermediate v1.6.x
changelogs.

**configstore:**

- **add_mcp_client_pending_oauth_config_json_column** - Adds
`pending_oauth_config_json` to `config_mcp_clients`. Reversible: drops
the added column.
- **merge_oauth_token_tables** - Consolidates `oauth_tokens` and
`oauth_user_tokens` into `mcp_oauth_tokens`. **Non-reversible**:
rollback deliberately leaves `mcp_oauth_tokens` in place, because every
OAuth read and write targets it from this migration onward and dropping
it would destroy any token created or refreshed since, forcing every
holder to re-authorize.
- **create_mcp_oauth_flows_table** - Creates `mcp_oauth_flows` to track
in-flight OAuth flows. Reversible: drops the new table.
- **drop_oauth_config_pkce_columns** - Drops CSRF state, PKCE verifier
and `expires_at` from the OAuth config table now that they live on
`mcp_oauth_flows`. **Non-reversible**: forward-only, the dropped values
were per-flow ephemeral and re-adding empty columns would restore
nothing.
- **drop_oauth_config_token_id_column** - Drops `token_id`.
**Non-reversible**: forward-only, it was a pure FK shortcut now
reachable via `(oauth_config_id, auth_mode)`.
- **add_mcp_admin_auth_mode_indexes** - Adds admin partial unique
indexes on `mcp_oauth_tokens` and `mcp_per_user_header_credentials`.
Reversible: drops both indexes.
- **add_mcp_client_token_exchange_json_column** - Adds
`token_exchange_json` to `config_mcp_clients`. Reversible: drops the
added column.
- **add_needs_session_stickiness_column** - Adds
`needs_session_stickiness` to `config_mcp_clients`. Reversible: drops
the added column.
- **add_bedrock_endpoints_columns** - Adds Bedrock VPC endpoint columns
to the keys table. Reversible: drops the added columns.
- **add_cost_per_request_pricing_column** - Adds `cost_per_request` to
model pricing. Reversible: drops the added column.
- **add_notifications_table** - Creates the `notifications` table for
the dashboard notification center. Reversible: drops the table.
- **add_batch_jobs_table** - Creates `batch_jobs` with a unique
`(provider, batch_id)` identity index, a sweeper scan index and a
runner-id index. Reversible: drops the table.
- **add_image_megapixel_tier_pricing_columns** - Adds the five
`output_cost_per_image_above_{4,8,16,32,64}_megapixels` columns to model
pricing. Reversible: drops the added columns.
- **add_input_cost_per_query_column** - Adds `input_cost_per_query` to
model pricing for rerank. Reversible: drops the added column.
- **add_ultrafast_pricing_columns** - Adds the four `*_ultrafast` token
rate columns to model pricing. Reversible: drops the added columns.
- **add_image_size_quality_pricing_columns** - Adds the 14 per-size and
size+quality image output rate columns to model pricing. Reversible:
drops the added columns.
- **add_batch_jobs_attribution_columns** - Adds `user_id`, `team_id`,
`customer_id` and `source_log_id` to `batch_jobs` plus a `user_id`
index. Reversible: drops the index and the four columns.

**logstore:**

- **logs_add_guardrail_debug_column** - Adds `guardrail_debug` to logs.
Reversible: drops the added column.
- **mcp_tool_logs_add_redaction_mapping_column** - Adds the redaction
mapping column to MCP tool logs. **Non-reversible**: rollback is a no-op
because dropping the column would permanently destroy reveal data for
already-redacted MCP logs.
- **logs_add_user_agent_column** - Adds user agent and app columns,
their indexes, and a `UserAgentMapping` table. Reversible: drops the
indexes and the mapping table.
- **mcp_tool_logs_add_user_agent_column** - Adds user agent and app
columns plus indexes to MCP tool logs. Reversible: drops both indexes
and the `app` column.
- **logs_recreate_matviews_with_app_column** - Recreates the log
materialized views to include the user agent and app columns. Rollback
is a no-op because `ensureMatViews` recreates them on next startup.
- **mcp_tool_logs_add_endpoint_columns** - Adds `source`, `decision`,
`app_key` and `device_id` to MCP tool logs. Reversible: drops all four
columns.
- **mcp_tool_logs_add_plugin_logs_column** - Adds `plugin_logs` to MCP
tool logs. Reversible: drops the added column.
- **logs_add_video_edit_input_column** - Adds `video_edit_input` to
logs. Reversible: drops the added column.
- **logs_add_upstream_and_overhead_latency_columns** - Adds
`upstream_latency` and `overhead_latency` to logs. Reversible: drops
both columns.
- **logs_add_batch_debug_column** - Adds `batch_debug` to logs.
Reversible: drops the added column.
- **logs_add_cost_breakdown_columns** - Adds `input_cost`, `output_cost`
and `additional_cost` to logs. Reversible: drops the three columns.
- **logs_recreate_matviews_with_cost_breakdown** - Marks the hourly
matview for rebuild with the cost split columns; `repairMatViewShapes`
drops and recreates `mv_logs_hourly` on the next startup. Rollback is a
no-op because `ensureMatViews` recreates it on next startup.
- **logs_add_overhead_breakdown_column** - Adds `overhead_breakdown` to
logs. Reversible: drops the added column.

<Warning>
**High-throughput deployments: run the logstore migrations during a
low-activity window.**

Every logstore migration above alters `logs` or `mcp_tool_logs`, the two
highest-insert tables in Bifrost, and several also build indexes on
them. On a busy instance the index builds hold locks that block
concurrent log inserts for the duration of the build, and the matview
recreations rebuild against the full table. Schedule the upgrade for a
low-traffic period, or expect elevated log-write latency and possible
request-path backpressure while the migrations run.
</Warning>

<Warning>
`merge_oauth_token_tables`, `drop_oauth_config_pkce_columns` and
`drop_oauth_config_token_id_column` transform or remove existing OAuth
state and cannot be rolled back. Take a database backup before
upgrading, and do not roll the binary back past this release once the
migration has run.
</Warning>

## 🐙 Closed GitHub Issues

- [#123](#123) - Files API
Support
- [#2347](#2347) - MCP tool
ordering is non-deterministic, breaking prefix-based prompt caching
- [#3455](#3455) - Segfault/nil
dereference panic in Bedrock provider
- [#4318](#4318) -
allowed_models persisted as bare "*" string blocks subsequent provider
updates
- [#4353](#4353) - config.db
corruption from masked-key preview in provider_configs JSON column
- [#4367](#4367) - Image
incompatible with OpenShift arbitrary UIDs
- [#4402](#4402) - Vertex
provider drops image blocks whose URL uses gs:// scheme
- [#4477](#4477) - Passthrough
calls using a Virtual Key log as actual key
- [#4679](#4679) - Bedrock
Responses API does not signal max_output_tokens truncation
- [#4689](#4689) - Custom
providers cannot set budget
- [#4712](#4712) - ElevenLabs
sound effects (/v1/sound-generation)
- [#4780](#4780) - Anthropic
server-side tool_search results are dropped on /v1/responses
- [#4834](#4834) - /v1/rerank
is not available with custom providers
- [#4846](#4846) - Responses
stream usage present in response.completed but not persisted in LLM Logs
- [#4851](#4851) - Governance
rate-limit reset causes high CPU in BumpRateLimitUsage
- [#4870](#4870) - Pooled
ChannelMessage retains request body, context, and undelivered response
while idle
- [#4940](#4940) - Show
canonical model names instead of Bedrock inference-profile IDs in Model
Rankings
- [#4963](#4963) - Streaming
finish_reason dropped from the accumulated (logged) response
- [#5002](#5002) -
gpt-4o-transcribe-diarize transcription fails due to string segment IDs
- [#5013](#5013) - OpenAI
/responses/compact input serialized as a JSON object causing 400
- [#5026](#5026) - [Bug]:
Toggling an MCP client's enable/disable switch corrupts its
tool_sync_interval (nanoseconds resent as minutes)
- [#5027](#5027) - MCP Tool
Execution Timeout placeholder shows 0 instead of real global default
- [#5036](#5036) - Plugin
StreamInterceptionError is flattened on integration routes
- [#5037](#5037) - Disabled
keys break provider model discovery
- [#5051](#5051) - Add Sarvam
AI provider (chat + TTS/STT)
- [#5061](#5061) - Streaming
responses drop citation annotations from the accumulated message
- [#5093](#5093) - Streaming
/v1/responses drops Anthropic redacted_thinking blocks
- [#5097](#5097) - Anthropic
rejects replayed tool_use/tool_result ids from non-conforming upstream
providers
- [#5100](#5100) -
additional_tools loses nested tool types on /v1/responses
- [#5101](#5101) -
Chat-to-Responses tool replay sends role on function_call input items
- [#5108](#5108) - Bedrock
reasoning_config silently dropped on cross-provider translation
- [#5113](#5113) -
Gemini/Vertex streaming stops emitting web_search_call items after first
grounded request
- [#5432](#5432) - Add TTS and
STT support for OpenRouter
- [#5472](#5472) - [Bug]:
Bedrock rejects office/PDF document uploads via OpenAI `type:"file"` -
"The PDF specified was not valid"
- [#5871](#5871) - [Bug]: AWS
Bedrock Mantle streaming is broken
- [#5874](#5874) - [Bug]: SSE
heartbeat frame aborts streams for openai-go ssestream consumers (<
v3.43.0) with "unexpected end of JSON input"
- [#5885](#5885) - [Bug]:
v1.6.8 omits message_start.message.usage on Bedrock-backed providers,
breaking @ai-sdk/anthropic streaming
- [#5900](#5900) - [Bug]:
Streaming continuation chunks materialize omitted tool-call metadata as
null
- [#5978](#5978) - [Bug]:
Gemini egress reports truncated responses as FinishReason OTHER,
IncompleteDetails switch matches a string that never occurs
- [#6044](#6044) - [Bug]:
normalizeOpenAIReasoningEffort maps 'minimal' to 'low' for ALL OpenAI
models, even ones that natively support 'minimal'
- [#6240](#6240) - [Bug]: GenAI
SSE heartbeat framing causes @google/genai to silently drop the
following data event
- [#6248](#6248) - [Bug]:
OpenRouter embedding models missing from Semantic Cache dropdown
- [#6334](#6334) - [Bug]:
Gemini/Vertex provider fails on Claude Code assistant prefills and
mid-conversation system turns (Gemini 3.6 Flash & 3.7 Flash HTTP 400)
- [#6342](#6342) - [Bug]:
Anthropic ingress with bedrock/ prefix restructures replayed thinking
blocks, wedging multi-turn tool use on claude-opus-4-8
- [#6416](#6416) - [Bug]:
Provider key update silently clears "name" when omitted, then the
unique-name index 409s subsequent updates
- [#6457](#6457) - [Bug]:
OpenCode chat endpoints drop max completion limit
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