Commit graph

236 commits

Author SHA1 Message Date
yujonglee
6830a5c338
fix(python-bridge): preserve callback keyword deletions in native requests (#45692)
* fix(messages): preserve callback keyword deletions in native requests

* fix(python-bridge): share hook-aware request view across native route hosts

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-10-10 02:36:49 +00:00
Mateo Wang
3069a467d0
docs(agents): ban semicolons and colons in human-facing text (#45684)
* docs(agents): ban semicolons and colons in human-facing text

Tighten the writing rule so ";" and ":" are only allowed where the sentence would be nonsensical without them, rewrite the existing semicolons in AGENTS.md to follow it, and note that docs (litellm-docs) keep their trailing "."

* docs(agents): rewrite semicolons in nested AGENTS.md files

* docs(agents): hand-maintain the dashboard Next.js warning and sync e2e CONTRIBUTING lines

* docs(agents): point at the PR template path that exists

* docs(agents): restore the generated Next.js block in the dashboard AGENTS.md
2026-10-09 16:36:32 -07:00
yujonglee
ee295aea68
refactor(rust): give Messages configs typed litellm params (#45611)
* refactor(rust): give Messages configs typed litellm params

* feat(rust): port _normalize_system_role_messages for Messages hosts

mid_conversation_system mirrors Python's module function for function: a
leading run of system turns is hoisted into the top-level system, a later
turn stays in place when the model map flags supports_mid_conversation_system
and otherwise becomes a user turn where it was, never between a tool_use and
its tool_result, and billing blocks are stripped from the hoisted system. The
capability joins MessagesModelCapabilities and the bridge projection. Azure AI
uses it in place of fold_system_role_messages, which hoisted every turn.

* fix(rust): keep the Bedrock runtime endpoint behind a blank api_base

* refactor(rust): import LitellmParams from its crate instead of a re-export

* refactor(rust): template the Messages request decode errors

Both decode failures go through ErrorDetail::invalid with the subject and the
serde error as source instead of a preformatted sentence.

* refactor(rust_bridge): read the module globals the param specs name

The Messages host no longer keeps its own list of litellm globals; a spec
whose spellings the call leaves out names the global to read, so the next
family that has one needs no host change.

* refactor(rust): give each route lookup Python's implicit None

ProviderConfigManager's per-route methods list only the providers the route
serves and fall through to None; the Rust lookups now do the same, so a new
LlmProviders variant touches only the route that serves it.
2026-10-09 16:29:45 -07:00
yujonglee
04a95f60c1
feat(rust): type the Vertex AI connection params and where Python reads them (#45641)
VertexParams in auth-types holds the vertex_* fields of CredentialLiteLLMParams
in both spellings, with one ParamSpec per setting: the wire names, the litellm
module global VertexBase.get_vertex_ai_* consults, and the environment names.
A credential deserializes from text or the JSON object a config spells, an
empty object counts as absent, and both credential fields are redacted in
Debug. auth-gcp is split so lib.rs is the entrypoint (config, auth,
constants), its lookups resolve through the specs, secret_names() derives
from them, and get_vertex_ai_project_from_credentials reads a service
account's project_id for hosts that need it before a token exchange. The OCR
host folds the module globals in by spec at projection, so OcrSettings no
longer carries vertex_project and vertex_location.
2026-10-09 16:29:44 -07:00
moe-berri
22ad3c5fff
refactor(lens): connect LiteLLM to the independent Lens service (#45529)
* feat(lens): consume the independent Lens service and shared UI

* fix(lens): keep embedded setup stable and vendor UI before builds

* chore(lens): pin embedded UI provenance to published Lens source

* fix(lens): complete embedded UI extraction across CI builds

* docs(lens): record latest main and removal-boundary validation

* fix(lens): wire external chart credentials and ingestion modes

* test(lens): cover adapter failures and fix extraction CI

* docs(lens): refresh bundled chart setup instructions

* test(lens): restore gateway adapter test package marker

* build(lens): pin clean-cut UI and supported storage chart

* test(ui): await guardrail scope menu before checking options

* perf(lens): omit unused trace-team lookup from product requests

* docs(lens): record final-image adapter permission checks

* test(lens): assert delegated investigation authorization

* refactor(lens): remove copied trace runtime and preserve spend logging

* test(lens): verify independent gateway image upgrades and outages

* test(lens): pin the chart qualification database image

* fix(lens): update embedded UI metadata filters

* test: wait for Lens chart pod identity convergence

* fix(e2e): select Lens chart pods by deployment ownership

* fix(e2e): select Helm migration ownership for Lens upgrades

* test(lens): retain migration Jobs through rollout assertions

* docs(helm): require existing database for migration hooks

* test(lens): qualify release boundaries with embedded navigation update

* docs(lens): record browser qualification for embedded tabs

* fix(lens): remove unrelated CI and guardrail test changes

* test(lens): give qualification tenants unique key aliases

* feat(lens): embed the latest canonical Lens interface

* fix(lens): qualify split inference through the gateway

* fix(lens): preserve scoped auth and isolate delegated credentials

* chore(lens): remove unrelated documentation and lint changes

* fix(lens): bound concurrent forwarding buffers through response delivery

* fix(lens): preserve OAuth2 dispatch without inference policies

* chore(lens): adopt current shared onboarding UI

* fix(lens): refresh shared setup UI and review context

* fix(lens): bound uploads before gateway authentication

* docs(lens): remove extraction evidence from the gateway repo

* docs(lens): refresh shared setup prompt for paired releases
2026-10-09 16:17:05 -07:00
yujonglee
1bc85fad40
refactor(python-bridge): ship a signature base and read the resolved call (#45450)
* refactor(python-bridge): ship a signature base and read the resolved call

NativeCall carries base (positionals by name plus signature defaults) instead
of the fully bound dict. resolved lays kwargs over base, which is what bound
held, so every pre-hook read and every route host keeps seeing the same values.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* fix(bedrock): build the transcription NativeCall with an empty base

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* test(dispatch): read the resolved call instead of bound

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* refactor(host-python): rename effective to effective_py_args and note the shallow copy

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-10-08 17:20:29 -07:00
yujonglee
abee1c14e7
refactor(python-bridge): derive NativeCall extraction (#45449)
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-08 17:20:28 -07:00
yujonglee
0a98c7be10
refactor(rust): derive strum VariantArray and string conversions (#45434)
* refactor(rust): derive strum VariantArray and string conversions

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* refactor(rust): use strum conversions directly with explicit spellings

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(rust): use rstest values for key management systems

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-10-08 21:24:49 +00:00
yujonglee
0721cffab2
refactor(python-bridge): take NativeCall directly and fold routes into per-route folders (#45413)
* refactor(python-bridge): take NativeCall directly and fold routes into per-route folders

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* test(python-bridge): use rstest for updated tests and keep embedding's stub parameter name

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-08 13:48:28 -07:00
yujonglee
e638540de9
refactor(rust-bridge): share field and response marshaling (#45187)
* refactor(rust-bridge): share field and response marshaling

* test(rust-bridge): isolate response factory test modules per case

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* docs(rust-bridge): document shared marshaling helpers

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-10-07 17:22:23 -07:00
yujonglee
2aaa0b5d5c
refactor(rust-bridge): unify native call inputs and Messages settings (#45126)
* refactor(rust): separate Messages settings from capability inputs

* refactor(rust-bridge): unify Messages OCR and Responses call inputs

* refactor(rust-bridge): share NativeCall across inference entrypoints

* fix(rust-bridge): preserve Responses URL aliases and public test inputs
2026-10-07 15:05:43 -07:00
devin-ai-integration[bot]
b6d587d23e
refactor(rust_bridge): remove rule-gated native secret-manager selection (#44906)
* refactor(rust_bridge): remove rule-gated native secret-manager selection

Mirror the cache treatment: SecretManagerRule/SecretManagerContext and the resolve_native_* binding plumbing are gone. The Rust bridge now selects the native backend from the explicitly configured client (capture_secret_manager / _SecretManagerRuntime.from_client), and get_secret_from_manager is the plain Python handler path.

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* chore(deps): bump sharp to 0.35.5 for GHSA-wq5f-xc86-pv6w

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: Yujong Lee <yujong@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-10-06 19:14:55 +00:00
devin-ai-integration[bot]
de74f81c69
chore(rust): prune inference deps and rewrite layering docs (#44836)
* chore(rust): prune unused inference crate dependencies

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* docs(rust): rewrite inference layering docs for the split format crates

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* docs(rust): note transcription and RouteError alias exceptions in inference AGENTS.md

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: Yujong Lee <yujong@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-10-06 07:17:27 -07:00
devin-ai-integration[bot]
ae35c9d775
refactor(rust): extract inference-ocr crate (#44832)
Co-authored-by: Yujong Lee <yujong@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-10-06 07:17:26 -07:00
devin-ai-integration[bot]
6a55e0a8aa
refactor(rust): extract inference-chat crate (#44827)
Co-authored-by: Yujong Lee <yujong@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-10-06 07:17:26 -07:00
devin-ai-integration[bot]
d7f5b40ab4
refactor(rust): extract inference-messages crate (#44818)
Co-authored-by: Yujong Lee <yujong@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-10-06 07:17:26 -07:00
devin-ai-integration[bot]
785cb12f37
refactor(rust): extract inference-responses crate (#44811)
Co-authored-by: Yujong Lee <yujong@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-10-06 07:17:25 -07:00
devin-ai-integration[bot]
63babf23e6
refactor(rust): extract inference-transcription crate (#44809)
Co-authored-by: Yujong Lee <yujong@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-10-06 07:17:24 -07:00
devin-ai-integration[bot]
1a9b533e71
refactor(rust): rename litellm-core to litellm-inference (#44802)
* refactor(rust): rename litellm-core to litellm-inference

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* refactor(rust): expose inference base API for format crates

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(rust): move shared inference test helpers behind test-support

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: Yujong Lee <yujong@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-10-06 07:17:24 -07:00
devin-ai-integration[bot]
5f9eff55f8
refactor(cache): remove dead Cache._native_cache runtime path (#44785)
The native response-cache runtime attached through Cache._native_cache is
unreachable since the V2 cache replaced it. Drop the Python branches and
wrapper, the _ResponseCacheRuntime pyclass and its backend/activation/
semantic modules, the python-bridge deps only they used, and the tests and
fixtures dedicated to that path.

Co-authored-by: Yujong Lee <yujong@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-10-05 20:58:19 -07:00
moe-berri
2190003bb8
fix(lens): reconstruct native coding agent conversations (#44711)
* fix(lens): reconstruct native coding agent conversations

* fix(lens): display timestamps used for conversation ordering

* fix(lens): preserve coding trace identity and message provenance

* fix(lens): complete capture checks after trace pagination

* fix(lens): show loaded replies during trace pagination
2026-10-05 17:51:05 -07:00
devin-ai-integration[bot]
fdc0e7dc2b
refactor(rust): track ClickHouse migrations in a checksummed ledger (#44580)
* refactor(rust): track ClickHouse migrations in a checksummed ledger

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(clickhouse): harden migration execution and reuse retention SQL

* refactor(rust): track ClickHouse migrations in a checksummed ledger

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* docs(rust): keep ClickHouse retention TTLs in the current policy list

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: Yujong Lee <yujong@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-10-05 16:04:44 +00:00
devin-ai-integration[bot]
461a58c40a
refactor(lens): storage-independent trace reads, shared keyset pager, typed read failures (#44422)
* feat(lens): own trace reads behind a cached TraceStore port

Move storage-independent trace reads into litellm-traces-cache behind a
TraceStore port that ClickHouse implements. One keyset pager drives the
span, list span and spend reads, and a run list batch reads spend once.

Trace opens, pages and list summaries share one resolved read per trace
in an in-process cache with single-flight loading. Live traces and reads
with unknown spend expire after 5s, quiet traces after 10 minutes, failed
reads are never cached, and the accepted list page size is remembered per
scope.

Trace read failures map to their own status and code (400, 409, 413, 503
with Retry-After), and the trace drawer retries temporary failures while
offering only a refresh for changed or oversized traces.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* perf(lens): seed large profiles with server-side copies and long sessions

Replay one copy through the proxy, then copy it inside ClickHouse and
PostgreSQL with INSERT ... SELECT, rewriting trace, span and call IDs so
every copy keeps its own spend. Add three long single-trace sessions for
drawer paging and the oversized read path

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* chores

* style(lens): float the investigation setup badge on the tab edge

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* refactor(lens): restructure the trace drawer and polish its layout

Split the 547-line TraceDrawer into run/, tree/, span/, content/ and
conversation/ modules. Step rows now sit on one line with colored span
family tiles, and the per-row timing bar moved into an optional Waterfall
layout with a time axis. The steps and details panes are separated by the
shadcn Resizable handle, with the split remembered per orientation.

Span payloads go through one pure classifier (payloadView) that picks
messages, a tool result, a nested field tree or text. JSON-encoded field
values unfold into a tree, prose renders as markdown, repr and tracebacks
stay monospace, and every section offers a Raw view. LangChain's
serialized messages now render as conversation cards.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* typesafety

* wip

* fmt

---------

Co-authored-by: Yujong Lee <yujong@berri.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-04 12:39:47 -07:00
devin-ai-integration[bot]
62fb808d4b
feat: improve Lens dev seeding and live UI (#44468)
* feat: seed Lens dev with configurable load profiles

* feat: run Lens UI live through the dev launcher

* fix: verify Lens UI startup before seeding

* fix(ui): render run timestamps on one compact line

The agent runs table printed the long locale form with timezone, which
wrapped to two lines per row. Use a fixed-width 24h form with
milliseconds that matches the timeline axis, keep the long form in the
hover title, and show the timezone once in the column header

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>

* refactor(ui): use the root query client for the Lens demo

Drop the demo's nested QueryClient. Cache keys are already partitioned by
scope, and the root client now skips retries on 4xx ApiErrors, which covers
the demo's not-in-demo and read-only rejections and live 4xx alike.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* chore: drop unused synthetic_spend reference from query help

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* chore(traces): drop the deeplite fixtures and map every SDK to a logo

The deeplite captures predate the example repository and carried
synthetic spend rows, which leaked a fixture-only column into the
query help SQL and pinned tests to its shape. Replace them with the
SDK captures in the ClickHouse round trip and query API tests, and
derive the seed tenant lookup from the capture metadata

The runs table only knew the two Anthropic framework slugs. Register
the slugs the normalizer emits for LangChain, LangGraph, Deep Agents,
CrewAI, Google ADK, LlamaIndex, OpenAI Agents, Pydantic AI, Strands,
Vercel AI SDK, Codex, Cursor and Copilot, and fall back to the generic
agent glyph when a run has no known framework

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>

* refactor(ui): inject the Lens sample through data sources instead of demo checks

Components no longer ask whether they are in the demo. The traces source
carries live and handoff, navigation state comes from a URL or memory
route, and the preview action comes from context instead of onDemo props

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* feat(ui): infinite scroll for the agent runs list

Replace the Load more button with a sentinel that fetches the next
cursor page as the list nears its end. Placeholder rows hold the tail
while more runs exist, and a failed page stops auto-loading until Retry.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* feat(ui): keep the whole Lens view in the URL

Lens navigation now lives entirely in query params through nuqs: the
sample session (demo=true, with a Demo data switch in the header), the
open run (trace, trace_ref), the selected step, view and detail section
(span, view, span_tab) and the list filters and range (q, agent, status,
hours). Any Lens view is a shareable link and the back button walks runs

RunView takes its selection injected: the drawer feeds it URL state and
the investigations evidence sheet keeps a local one, so a finding's
original run never writes step ids into the URL. Leaving the sample
session clears every Lens key except the tab so sample ids never point
at live data

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>

* style(traces): cargo fmt captures tests

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: Yujong Lee <yujong@berri.ai>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-10-04 01:03:11 +00:00
moe-berri
ad8babae33
fix(lens): paginate trace reads within ClickHouse limits (#44384) 2026-10-03 10:38:40 -07:00
devin-ai-integration[bot]
e340e546e2
feat(traces): tracing development seed (#44363)
* feat(dev): seed linked tracing and spend fixtures

* chore(dev): use OpenAI model in tracing config

* chore(dev): align tracing credentials with UI E2E

* fix(dev): update fixture seeder query scope

* feat(dev): seed linked tracing and spend fixtures

* chore(dev): use OpenAI model in tracing config

* chore(dev): align tracing credentials with UI E2E

* fix(dev): update fixture seeder query scope

* wip

* wip

* wip

* chore(trace): checkpoint ongoing Rust migration

* refactor(trace): group Python bridge under trace package

* refactor(traces): read span conventions through a Convention trait

Each span format (Claude Code, LangSmith, OpenInference, gen_ai) now lives under
normalize/convention/ as a unit struct implementing Convention, owning both its
detection and its extraction. Precedence is one ordered registry instead of an
if-chain in mod.rs that reached into each module differently.

The modules now share one way to read attributes: present() for the first
non-empty key and Payload for a text that also reports the key it consumed,
replacing three different idioms and the &mut Vec threaded through payload
readers. Instrumentation::adjust returns a new Extraction instead of mutating
one, with each SDK rule as its own function, and the LangChain middleware
suffix list exists once.

* feat(trace): export Rust-owned wire schemas and enforce contract bounds

* fix(trace): bound quoted counts in ClickHouse wire schemas

* feat(trace): generate Python wire contracts with datamodel-code-generator

* test(trace): validate migrated callers and generated contracts at the native boundary

* refactor(traces): rename normalization convention to format

* fix(traces): reconcile spend evidence and preserve unknown costs

* feat(traces): normalize additional telemetry formats

* test(traces): cover captured normalization fixtures

* refactor(traces): isolate SDK normalization rules

* feat(tracing): seed all trace exports for local dashboard

* fix(clickhouse): preserve custom LiteLLM request metadata

* docs(traces): define normalization module boundaries

* docs(traces): define resolution and OTLP boundaries

* fix(ui): normalize nullable trace message names

* refactor(traces): split resolver modules and cover resolution behavior

* test(traces): replace normalization snapshots with behavior assertions

* fix(ui): align dashboard API contracts with generated types

* refactor(traces): type normalization and storage boundaries

* fix(traces): seed captured SDK spend and preserve provider identities

* wip

* test(traces): verify guide discovery and content ordering

---------

Co-authored-by: Yujong Lee <yujong@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-10-03 09:59:51 +00:00
yujonglee
688d791fa0
feat(traces): type queries and align read access with log visibility (#44228)
* wip

* wip

* test(traces): separate root status from diagnostic error counts

* test(traces): cover normalization precedence and fallbacks

* chore(cache): remove stray comments from trace PR

* test(traces): name lens test for shared query path

* fix(traces): place query implementation before test module

* test(traces): use unified read scope in migration tests

* ci(rust): allow feature checks to finish

* ci(mcp): allow dependency resolution to finish

* fix(traces): preserve key visibility and safe spend attribution
2026-10-02 21:55:42 +00:00
yujonglee
276fc9c63a
fix(tracing): unify ClickHouse storage configuration (#43941)
* fix(tracing): use ClickHouse URL for reads by default

* fix(tracing): unify ClickHouse storage configuration

* fix(tracing): update dashboard setup copy for one URL

* test(tracing): make tests/unit/tracing a package

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* refactor(config): drop legacy string tracing store variant

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(tracing): own ClickHouse defaults in constants and reject unset env references

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(tracing): use raw regex patterns in config tests

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(tracing): read ClickHouse env defaults when tracing config resolves

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(ui): split audit log query guard to fit condition-chain budget

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-10-02 16:31:26 +00:00
yujonglee
8d28e8d776
feat(tracing): add scoped SQL queries and schema-aware help (#44085)
* feat(tracing): add SQL queries and schema-aware query help

* test(tracing): verify help requests and sync API types

* refactor(tracing): render query help with Askama

* refactor(tracing): use jinja extension for query guide

* fix(tracing): preserve query help when discovery fails

* feat(tracing): enforce team SQL scope with managed ClickHouse readers

* test(tracing): verify reads with one ClickHouse URL

* fix(tracing): revoke rotated trace reader credentials

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* refactor(tracing): streamline query help catalog assembly

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(tracing): run query help discovery sequentially

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(tracing): update reader setup request expectations

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-10-01 22:06:14 -07:00
yujonglee
ae6b762190
refactor(tracing): normalize agent spans in Rust (#44071)
* refactor(tracing): normalize agent spans in Rust

* refactor(tracing): generate dashboard trace types from API

* test(tracing): use complete trace response fixtures

* fix(ui): expose generated span error response type

* fix(tracing): retain full tool call payloads

* fix(tracing): preserve decoded attribute tuple shape

* fix(tracing): type consumed attributes as tuple
2026-10-01 18:01:20 -07:00
yujonglee
ec605826d4
feat: improve trace ingestion and trace details (#43975)
* refactor: separate OTLP HTTP decoding from trace codec

* feat: complete trace ingestion and read paths

* fix: encode OTLP protobuf errors in Rust

* fix: raise OTLP body limit to 16 MiB

* test: cover OTLP auth body parsing boundary

* refactor: parse OTLP media type into enum

* fix: enforce OTLP body size at HTTP boundary

* perf: preserve shared OTLP metadata across ingestion

* bench: compare owned and shared trace resource fanout

* refactor: extract shared storage and Python conversion caches

* refactor: keep shared storage owned by traces

* test: keep trace loopback coverage in Rust

* test(proxy): adapt trace coverage to injected access context

* fix(tracing): satisfy stacked branch lint checks

* refactor(tracing): use immutable ingestion payloads

* fix(tracing): declare native error encoder export

* test(proxy): resolve trace access through dependency

* fix(tracing): align merged normalizer types and bridge tests

* fix(tracing): address ingestion and diagnostic review findings

* fix(proxy): preserve body parsing for partial request scopes

* test(proxy): use valid HTTP scopes in request fixtures

* test(proxy): complete auth request flow scopes
2026-10-01 13:45:33 -07:00
yujonglee
be67fce26a
refactor(proxy): inject tracing receiver and access context (#44035)
* refactor(proxy): inject tracing receiver and access context

* refactor(proxy): own tracing resources through FastAPI lifespan

* test(proxy): pass tracing dependency in Lens lifecycle

* refactor(proxy): stop tracing logger cooperatively

* refactor(proxy): derive tracing permissions in one place

* refactor(proxy): compose application lifespan state

* refactor(proxy): give Lens tracing storage directly

* refactor(tracing): name shared ClickHouse storage explicitly

* refactor(tracing): extract shared ClickHouse storage crate

* test(proxy): isolate db push timeout from Lens safety check

* fix(tracing): drain spend retries during shutdown
2026-10-01 13:45:32 -07:00
moe-berri
6fd9334751
feat(lens): analyze agent activity with a separate worker (#43889)
* feat(tracing): bring current ingestion prerequisite onto main

Port the prerequisite implementation from BerriAI/litellm#43915 at 5aacd57455 so Lens does not depend on the retired tracing stack.

* feat(lens): add trace analysis and standalone worker

* fix(lens): clarify review limits and finalize main integration

* fix(lens): simplify worker setup and show the next check

* fix(lens): simplify analyzer setup and resolve integration failures

* fix(lens): preserve durations and evidence from later trace reads

* fix(lens): trust server context for internal analysis exclusion

* fix(lens): pin reviewed analyzer image and verify request inclusion

* test(lens): select time units before entering custom duration

* test(lens): allow the standalone analyzer lifetime HTTP client

* test(lens): run analyzer tests in active proxy coverage shard
2026-09-30 22:42:09 +00:00
yujonglee
629c2b5808
feat(tracing): store spend in ClickHouse automatically (#43928) 2026-09-30 22:17:43 +00:00
yujonglee
268eb4d6e6
feat(tracing): add OTLP trace ingestion and reads (#43915) 2026-09-30 21:12:29 +00:00
yujonglee
41df8cf4d0
feat(traces): add Rust storage foundation (#43819)
* wip

* feat(traces): establish shared Rust storage foundation

* fix(traces): escape ClickHouse text parameters

* test(traces): exercise response cap with bounded strings

* fix(traces): remove unnecessary lint expectation

* fix(traces): encode ClickHouse timestamp units in Rust

* test(traces): mark exception match as a regex

* refactor(traces): execute schema setup in Rust

* refactor(traces): use shared logging execution wrapper

* docs(traces): replace foundation README with boundary rules

* fix(traces): use current bridge execution facade

* fix(traces): account for protocol cast in lint budget

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-30 12:00:00 -07:00
devin-ai-integration[bot]
b80052839e
refactor(rust): centralize bridge execution wrappers (#43871)
Co-authored-by: Yujong Lee <yujong@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-30 15:54:27 +00:00
devin-ai-integration[bot]
273489824a
refactor(rust): orchestrate Messages route execution (#43719)
Co-authored-by: Yujong Lee <yujong@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-29 19:54:12 +00:00
devin-ai-integration[bot]
66db132627
refactor(rust): add shared llms wire type derives (#43730) 2026-09-29 09:19:33 -07:00
devin-ai-integration[bot]
5e38a08741
feat(cache): select Rust caching through explicit cache objects (#43601)
* refactor(cache): organize v2 cache as a package

* docs: clarify experimental v2 guidance

* fix(cache): verify cache-hit accounting and preserve logging metadata

* refactor(cache): separate execution facts from host accounting

* refactor(rust): build messages routes with named dependencies

* wip

* fix(cache): preserve facade policy and preflight fallback

* refactor(cache): defer shared Python logging changes

* test(gateway-inference): allow dead code in shared test helpers

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(cache): key prepared requests and honor facade controls

* feat(cache): use Python caches from Rust Messages inference

* refactor(cache): separate native and Python cache adapters

* refactor(cache): enforce shared composition and adapter boundaries

* fix(cache): let Python key delegated Rust Messages entries

---------

Co-authored-by: Yujong Lee <yujong@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-29 00:01:44 +00:00
devin-ai-integration[bot]
e4190d86a6
refactor(rust): centralize host execution and compose callbacks (#43515)
* refactor(rust): extract litellm-host-native as the shared Rust host driver

Move service and hook dispatch out of host-http into a Driver that owns the
machine and Rust handlers, returning at completion or a stream boundary and
holding the demand reply until the consumer advances. Move the in-process
runner onto the same driver. host-http now layers encoding, SSE, body polling
and lifecycle observation over it. host-python keeps driving litellm-host
directly

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(rust): interrupt the machine when the in-process stream consumer fails

Restores the pre-refactor interruption path for StreamConsumer errors via
Driver::fail and ports the generic run lifecycle tests into host-native.

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* refactor(rust): separate the machine contract from coroutine execution

* auth update

* refactor(rust): use standard flow control for host requests

* style(rust): keep host driver imports formatted

* chores

* mostly relocation

* refactor(rust): separate interceptors from queued observers

* refactor(rust): centralize legacy callback mappings and lifecycle

* docs: define Python host boundaries and migration plan

* refactor: enforce Python host and bridge boundaries

* refactor(rust): separate operations from callback composition

* refactor(rust): compose SDK policy through call hooks

---------

Co-authored-by: Yujong Lee <yujong@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-28 19:20:27 +00:00
devin-ai-integration[bot]
74cad08997
refactor(rust): remove delivery routing abstraction (#43514)
* wip

* refactor: finish removing delivery routing abstraction

* refactor(rust): remove chat completion decline admission

---------

Co-authored-by: Yujong Lee <yujong@berri.ai>
2026-09-28 03:31:22 +00:00
devin-ai-integration[bot]
876539e1b3
feat(rust): add structured route lifecycle tracing (#43466)
Co-authored-by: Yujong Lee <yujong@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-27 19:18:58 -07:00
devin-ai-integration[bot]
8ab124309f
feat(rust): connect Python inference bindings to shared routes (#43465)
* feat(rust): support the HTTP Responses API

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* feat(rust): enable native Python inference opt-in

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(rust_bridge): cover only python-only routes in the native load guard

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(rust): keep Python inference rollout disabled

* fix(rust): preserve inference defaults and continuation IDs

---------

Co-authored-by: Yujong Lee <yujong@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-27 19:05:39 -07:00
devin-ai-integration[bot]
36784e3b79
refactor(rust): share call lifecycle across route-owned inference (#43461)
* feat(rust): expand gateway configuration parsing

* refactor(rust): unify core calls and host lifecycle

* fix(config): accept environment references for model rate limits

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* refactor(rust): unify core calls and host lifecycle

* style(rust): apply rustfmt

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(rust): read environment secrets when litellm is not importable

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(core): drop the duplicate rstest attribute

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* refactor(rust): make shared route dispatch route-owned

* fix(rust): satisfy Clippy in messages regression test

---------

Co-authored-by: Yujong Lee <yujong@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-27 16:05:30 -07:00
devin-ai-integration[bot]
268e8bb735
refactor(rust): share anthropic types, request helpers, and streaming contracts across crates (#43426)
* refactor(rust): standardize Azure Messages module path

* docs(rust): define shared types crate boundaries

* refactor(rust): share request helpers and type Anthropic blocks

* docs(rust): format shared type invariants as bullets

* test(rust): parameterize repeated cases with rstest

* refactor(rust): move Responses transform result into llms

* fix(anthropic): validate chat and batch responses

* docs(rust): clarify API format ownership boundaries

* docs: clarify Rust error message construction

* refactor(auth): keep shared Rust errors provider-neutral

* refactor(rust): separate format contracts from provider policy

* fix(rust): type Anthropic chat response text collection

* fix(rust): pass audio secret sources through hosts

* fix(rust): unblock batch lint and OCR error assertions

* test(rust): assert response failures at the adapter boundary

* refactor(rust): declare error messages with typed context

* wip

* fix(rust): adapt Bedrock error details

* style(rust): cargo fmt bedrock audio transcription

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(rust): adapt tests and dead code to typed error details

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(rust): keep converse error contracts and read env secrets without litellm

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* ci(rust): raise the native wheel size gate to 45 MB

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(rust): tolerate missing usage in converse responses on the transcription route

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: Yujong Lee <yujong@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-27 14:53:12 -07:00
devin-ai-integration[bot]
90873c46de
refactor(rust): expand logging and test coverage across gateway and Anthropic messages (#43295)
* refactor(rust): prepare inference and auth foundations

* fix(rust): keep textract operations parsing from kebab-case model names

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* done

* refactor(types): derive Anthropic beta string conversions with Strum

* fix(anthropic): report missing max_tokens as a missing field

* refactor(rust): type Anthropic messages headers and auth after the Python layout

Delete anthropic/messages/headers.rs. Its OAuth handling, credential ladder
and beta merging move to anthropic/common_utils.rs where Python keeps them
(optionally_handle_anthropic_oauth, get_auth_header, _merge_beta_headers),
and the feature beta injection becomes update_headers_with_anthropic_beta on
the messages config, as in Python. The BaseAnthropicMessagesConfig impl is
unchanged apart from the bodies of validate_environment and request_headers

Beta values are now the AnthropicBeta enum and BetaSet, which sort, dedupe
and comma-join by construction. Request params gain typed speed, tools and
context_management through Recognized, so the beta logic matches on enums
instead of string-comparing JSON. OauthToken parses the sk-ant-oat token once
and the chat config shares that detection instead of its own copy

Case-insensitive header helpers move next to has_header in litellm-http.
One deliberate divergence: a Bearer-prefixed OAuth key configured through
api_key or ANTHROPIC_API_KEY is sent with a single Bearer scheme, where
Python would emit "Bearer Bearer"

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>

* done

* fix(rust): repair test compilation and clippy failures

resolve auth before building the outbound request in prepare tests, give the host hook tests their own error type, and drop the disallowed reqwest client and err().expect() from core tests

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: Yujong Lee <yujong@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
2026-09-26 08:04:19 +00:00
devin-ai-integration[bot]
7ae721bf79
refactor(rust): prepare inference and auth foundations for the gateway (#43287)
* refactor(rust): prepare inference and auth foundations

* fix(rust): keep textract operations parsing from kebab-case model names

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: Yujong Lee <yujong@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-25 23:12:48 -07:00
devin-ai-integration[bot]
e1a9378093
fix(rust): preserve nested optional import failures (#43265)
* fix(rust): preserve nested optional import failures

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(rust): restore Python modules after settings tests

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: Yujong Lee <yujong@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-25 19:41:53 -07:00
devin-ai-integration[bot]
1a58162630
refactor(http): hand out an owned Client and route all providers through the pool (#43245)
* refactor(messages): take the provider client from the injected HTTP pool

The messages route kept its own process-wide reqwest client, so it ignored
ssl_verify, CA bundles, client certs, proxies and every other setting that
litellm-http resolves. The machine now takes the HttpClientPool and the
call's HttpClientConfig, as OCR does, and the bridge passes its shared pool.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* refactor(http): hand out an owned Client and move chat, audio and OIDC onto the pool

HttpClientPool now returns litellm_http::Client, a newtype only crates/http
can build, so every provider client carries the resolved TLS, proxy and
timeout settings. Chat completions and audio transcription drop their
process-wide reqwest clients and take the pool and call config like
messages; their 600s ceiling moves to the request. OidcResolver takes its
client instead of building one, and the bridge hands it the pooled one.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* refactor(secrets): build Google, Azure and CyberArk manager clients from the pool

The native secret managers built bare reqwest clients, so they ignored the
host's TLS and proxy settings. load_native_manager now takes the pool and
the host config and hands each manager a pooled client.

CyberArk's CYBERARK_SSL_VERIFY and CYBERARK_CLIENT_CERT/KEY become an
override on the host config instead of a hand-built client. To express a
certificate and key in separate files, HttpClientConfig::client_certificate
is now a ClientIdentity that is either one PEM or a split pair.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* chore(clippy): only crates/http may build a reqwest client

Fence reqwest::Client, ClientBuilder and the TLS builder methods with
disallowed-types and disallowed-methods so new code takes a
litellm_http::Client from the pool. crates/http is exempt as the one place
clients are built, and testkit as a dev-only installer. Tests move to
litellm_http::Client::plain_for_test or a pooled client.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* fix(secrets-cyberark): keep verifying certificates when the host disables it

Python hands CyberArk its own ssl_verify, which wins over the global
setting, so CYBERARK_SSL_VERIFY unset or true still verifies even when the
host sets ssl_verify false. The pooled client copied the host's Disabled
and would send the API key unverified; fall back to the built-in roots
instead.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* fix(python-bridge): treat a missing litellm package as no host HTTP settings

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: Yujong Lee <yujong@berri.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-25 18:31:15 -07:00