* feat(lens): add per-trace review models to jobs and progress
* feat(lens): append worker reviews to the job, capped, and count every review
* feat(lens): report a review with reasoning for each screened trace
* chore(ui): regenerate api types for lens job reviews
* feat(lens): type job reviews and fill them in lens fixtures
* feat(lens): add live review playback model
* feat(lens): pick the analysis model and slow single-review pacing
* feat(lens): add sample reviews for previewing the live run
* feat(lens): add live run layout with queue, reading trace and conclusions
* feat(lens): show the live run on investigations and open it from run now
* feat(lens): stream large review backlogs at 150ms or less and list newest first
* fix(lens): show the live run only for real reviews and keep fixtures test-only
* refactor(lens): restyle the live run as the native progress panel
* fix(lens): retry contended investigation updates with jittered backoff
* feat(lens): add a reading ticker line and replay for finished runs
* feat(lens): collapse the live run to an ambient line with show work
* fix(ui): crop the cerebras logo viewBox to its mark so it reads at icon size
* feat(lens): format review span previews as readable messages
* feat(lens): derive strip status, honest issue counts and drawer focus from a job
* feat(lens): track active jobs before their first review
* feat(lens): add a live trace results drawer with readable spans
* feat(lens): put the live strip under the progress bar and drop the inline panel
* feat(lens): add an ambient live strip that opens the drawer
* fix(lens): wait out provider rate limits and retry model calls four times
* style(lens): format repository contention tests
* feat(lens): read review spans as a conversation timeline
Turns spans into the user's ask, tool calls with args and results, and the agent's reply, dropping system prompts. Also handles a preview cut that lands inside the Output header.
* fix(lens): list recorded agents in the run now dialog
The run now agent field used a native datalist, whose suggestions do not show inside the modal dialog, so the agent list looked empty even though /lens/agents returned names. Use the same Combobox as investigation setup.
* feat(lens): pace live playback so each trace stays readable
Every trace now stays up for at least 1.5s. A backlog is cleared by skipping to the newest few instead of flickering through them. Conclusions count traces per check and kind, and new helpers cover share bars, group filters and flashes.
* feat(lens): keep the live run ambient until View run is clicked
The drawer no longer opens on Run or when entering a running investigation. LiveRun takes reviews as a prop so it can move to a dedicated reviews endpoint.
* feat(lens): show the live run as a two-pane trace and conclusions view
Left pane: the trace being reviewed as a readable timeline, followed by Lens's reasoning and the verdict. Right pane: ranked conclusion groups with share bars, plus a trace list you can filter.
* fix(lens): run several investigations per worker and poll every two seconds
* feat(lens): add worker slot and poll interval settings
* feat(lens): add list summaries and an incremental review filter
* perf(lens): strip reviews and run attributes from the lens list and serve reviews separately
* test(lens): cover list summaries, review polling and review access
* feat(lens): explain why a queued investigation is waiting
Works out whether no worker is connected, the worker is busy (with its running investigations and an estimated start time), or it is just being picked up.
* feat(lens): show the queue reason and what the worker is doing in the live strip
The progress header and the strip replace "Queued for your worker" with the concrete reason. While waiting, the strip lists the busy worker's investigations; click one to open it.
* feat(lens): add a review page model carrying the total reviewed count
* fix(lens): page live reviews by index so out-of-order reviews are never skipped
* feat(lens): take an index cursor on the reviews endpoint
* test(lens): cover index cursors across out-of-order and rolled-over reviews
* chore(ui): regenerate api types for the lens reviews endpoint
* feat(lens): page job reviews by index cursor
Adds api.reviews for GET /lens/{id}/runs/{job}/reviews?after=N, with a demo implementation. appendPage adds pages in arrival order and keeps the latest 200. liveJob now keys off reviewed, since the list no longer carries reviews.
* feat(ui): add a lens reviews query that polls the index cursor while live
* fix(lens): feed the live run from the reviews endpoint and keep View run open
LiveRun now gets its reviews from useJobReviews instead of the list, which no longer carries them. View run stays clickable while a run is queued or running, and before the first trace the opened view says what the worker is doing.
* fix(lens): split live conclusions into issues and patterns
A check could show up twice with the same label, once as an issue and once as a pattern.
* fix(lens): group live conclusions by check with short labels
There is now one group per check_id: issue traces are the main count and pattern traces a secondary note, so there are no duplicate red and grey cards. A long instruction falls back to the humanized check id. Adds briefReasoning and traceRows for the simplified trace list, and drops helpers nothing uses.
* feat(lens): simplify View run to traces and conclusions
The left pane is the trace list. A soft highlighter carrying the provider and model slides to the trace being reviewed, and clicking a row shows just Lens's reasoning and verdicts. The right pane keeps one conclusion card per check.
* refactor(lens): drop client-side replay in favour of real in-flight rows
Removes the playback reducer and its pacing. liveRows lists the traces the worker is reading, from job.reading, followed by completed reviews newest first, keyed by execution_id so a trace keeps its row when it finishes.
* feat(lens): show what the worker is reading and make View run obvious
Each trace in flight gets a highlighted row with the model and a live timer, and becomes its completed row in place. Completed rows show the real review time. View run is an outline button next to the progress line, and clicking anywhere on the strip opens it too.
* feat(lens): sum up a finished live run with time taken
doneLine reads like "Reviewed 30 traces in 31s with", measured from when reading started.
* feat(lens): slide one model rectangle over the traces being read
A single rounded rectangle carrying the provider logo and model wraps the real in-flight rows from job.reading. It translates and resizes over 250ms as traces finish in place. Before job.reading arrives it sits on a top slot showing the honest progress line, and when the run completes it fades out over 400ms. Rows have a fixed height and stable execution_id keys, so polls don't cause jumps or flicker.
* feat(lens): add in-flight runs to jobs and worker progress
* feat(lens): store in-flight runs from progress and clear them when a job ends
* refactor(lens): route progress, cancel and results through shared job transitions
* feat(lens): report each run as in flight when its review starts
* feat(lens): send in-flight runs with worker progress
* test(lens): cover in-flight runs across progress, old workers and terminal states
* test(lens): cover in-flight reporting under original run ids
* chore(ui): regenerate api types for lens in-flight runs
* feat(lens): model live reading lanes from in-flight runs and reviews
* feat(lens): show a now reading stage that types each trace's reasoning
* feat(lens): put the now reading stage above the trace list in View run
* fix(lens): resolve the analysis provider logo from the model catalog
* fix(lens): give demo jobs an empty in-flight list
* style(lens): format endpoint tests
* refactor(lens): name the run now handler in investigations view
* refactor(lens): name now reading conditions
* refactor(lens): name inline objects in the live run
* style(lens): format live run files
* fix(lens): keep worker settings inside the standalone worker package
* refactor(lens): keep update retry settings next to the repository
* fix(lens): start review history over when a run is reclaimed
* chore(lens): drop the unused review fixture
* refactor(lens): remove dead live helpers and use generated in-flight types
* fix(lens): keep polling a finished run until its last reviews arrive
* perf(lens): tick fast only while reasoning is typing
* fix(lens): isolate retried reviews and finding identities
* fix(lens): space the model name in run summary
* feat(lens): integrate confined workspace analysis with live reviews
* fix(lens): synchronize confined Python process monitoring
* Update review.md
* fix(lens): allow mixed context capacities and correct review assertions
* fix(lens): retrieve evidence on demand and isolate failed reviews
* fix(lens): isolate incomplete evidence reads from peer reviews
* test(lens): await trace status filter option
* test(lens): wait for reclaimed review state to settle
* fix(lens): recover from incomplete cross-session evidence
---------
Co-authored-by: Ishaan Jaff <ishaan@berri.ai>
* 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>
* fix(lens): document working preview setup before coordinated releases
* docs(lens): keep current setup guidance factual and preserve Helm options
* fix(lens): support explicit worker images on Compose 2
* 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>
* fix(lens): pin worker dependencies and support approved image digests
* fix(lens): include locked dependencies and release identity in build context
* fix(lens): select the dev worker package for SHA-tagged charts
* feat(lens): add scripts/lens_dev.sh for one-command lens local dev
* feat: add make lens-dev target
* chore: gitignore .lens-dev local state
* docs(lens): mention make lens-dev in the developer note
* fix(lens): resolve a relative LENS_DEV_CONFIG against the caller's cwd
* fix(lens): random lens-dev master key, verify reused services, drop inherited REDIS_*
* test(lens): cover lens-dev worker token, master key, env and cleanup
* fix(lens): skip compose postgres when LENS_DEV_DATABASE_URL is set
* test(lens): external LENS_DEV_DATABASE_URL never starts compose postgres
* 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>
* 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>
* chore(lens): remove deployment screenshots
* refactor(lens)!: rename internal engine package and API
* fix(lens): pin worker image for renamed API
* test(lens): cover fresh and populated rename migrations
* fix(lens): protect db-push upgrades and restore routing and CI
* fix(lens): resolve migration tables across schemas and include database driver
* 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
