Commit graph

2263 commits

Author SHA1 Message Date
Bryan Helmkamp
d4f619bc2a
fix: clean up inference observability 2026-07-24 22:50:00 -04:00
Bryan Helmkamp
e1d0b1af4f
refactor(llm): make StreamStart a universal liveness edge
`StreamStart` was supposed to mean "the provider is responding", but
each decoder decided for itself when to emit it, so it meant something
different per dialect:

  anthropic       on the `message_start` frame
  bedrock         on the `messageStart` frame
  openai_responses  latched on the first SSE event
  gemini          latched on the first chunk
  openai_compatible  never — Chat Completions has no opening frame

A consumer could not rely on it, which is why the inference-bracket
work keyed its first-output edge on content kind instead.

Ownership moves to the two loops that drive decoders — the shared SSE
loop in `transport.rs` and the AWS event-stream loop in the bedrock
provider — each emitting exactly one `StreamStart` immediately before
handing over the first framed event. The invariant is now structural:
it cannot depend on a dialect having a particular opening frame,
because no decoder is involved in producing it. `StreamDecoder`
documents that decoders must not emit it, and the four that did no
longer do.

Only `openai_compatible` changes observably, gaining the event it never
had; the other three dialects' snapshots are byte-identical, because
their opening frame was already the first framed event. The six
updated `openai_compatible` snapshots each differ by exactly one
leading `stream_start` and nothing else.

Each dialect also gets an explicit `stream_opens_with_stream_start`
assertion. The snapshots already cover this, but a snapshot can be
re-accepted silently, and this is the one event a liveness consumer
needs to hold for every provider.

No behavior change to the agent's inference bracket:
`first_output_kind()` maps `StreamStart` to `None`, so the bracket
still opens on observed content and keeps reporting which kind
arrived. The point of this change is that a content-agnostic edge now
exists at all — the one-shot coverage follow-up needs it, and it is
strictly earlier than first content.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-07-24 22:05:26 -04:00
Bryan Helmkamp
6659ae768a
feat(events): make inference in-flight state observable
During a long LLM turn the durable event stream was silent: between
`agent.tool.completed` and the next `agent.message` nothing was emitted,
so "the model is generating" and "the worker is wedged" were
indistinguishable from the run store, SSE, or the UI.

The signal already existed. `AssistantTextStart` fired at exactly the
right point — after `build_request()`, after compaction, immediately
before the stream opens — then was classified as streaming noise and
thrown away. This promotes it rather than inventing a new one.

Two events, each asserting only what is provable when it is emitted:

- `agent.llm.started` carries the *requested* provider/model. No usage,
  no cost, no context window: none of it exists yet, and failover can
  re-target, so `agent.message` stays authoritative for what answered.
- `agent.llm.first_output` is edge-triggered on the first output of an
  attempt and names what arrived. `ToolCall` is required, not optional:
  a turn that opens with a tool call produces no text or reasoning
  delta, so a latch keyed on those two would stay silent for exactly
  the tool-heavy rounds where liveness matters most.

`agent.llm.retry` now also fires on the one previously invisible
mid-turn path — a stream that ends without a finish event, which
replays the turn and discards its output with nothing to show for it.
Its `attempt` field was already fed by two independent counters, so an
optional `phase` (open | consume) names which loop it counts.

`StageProjection.inference` projects the open bracket. `Some` means
"the event log contains an unclosed inference bracket", not "the model
is computing now" — a SIGKILLed worker leaves it open, which is the
truthful statement of what we know, and `watchdog.timeout` remains the
authority on actually-stuck.

The close is the subtle part. Terminal cancel and wall-clock timeout
tear the session down through `discard_session` without emitting a
message, error, or interrupt, so a session-lifecycle backstop is
required. It has to be `agent.session.ended`, not
`agent.session.deactivated`: deactivation is emitted by `lease.release()`
*before* the forwarder drains queued agent events, so a queued
`agent.llm.started` can arrive after it and re-open the bracket. But
`agent.session.ended` carries no stage identity, so the close takes
ordering from the event and identity from the projection, scanning for
brackets the ending session opened. A normal stage lookup there finds
no target and silently no-ops.

Presentation states what the log proves and nothing more: no progress
bar or ETA (no completion estimate exists), "reasoning" only when the
provider sent reasoning output, elapsed counted since the request
opened, and no live animation once the run is terminal.

Scope is session-backed agent stages. One-shot completions call
`client.complete` directly and never build a session; covering them
means moving the emit point into `fabro-llm`, filed as a follow-up.

`agent.output.start` was never persisted — it existed in a name map,
an `unreachable!` arm, and docs — so the rename carries no migration
risk. Corrects `events.md`, which documented it as a real emitted
event, and the v2 proposal, which mapped it to `message.part.started`
despite it firing before the request opens.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-07-24 21:47:51 -04:00
Bryan Helmkamp
63c952e380
Merge pull request #628 from fabro-sh/refactor/agent-md-prompts
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refactor(agent): render profile system prompts with minijinja templates
2026-07-24 19:31:48 -04:00
Bryan Helmkamp
fd6f14f107
refactor(agent): simplify prompt template rendering 2026-07-24 19:10:48 -04:00
Bryan Helmkamp
1d685cbea4
refactor(agent): render profile prompts with minijinja via fabro-template
The previous commit introduced render_prompt and splice_optional_section, a
second templating mechanism in a workspace that already standardizes on
MiniJinja behind fabro-template. Drop both and render the profile prompts the
same way fabro-workflow and fabro-manifest render theirs.

Expressing the conditionals as {% if %} lets every profile collapse to a single
template, since the optional blocks no longer need to be separate files spliced
in from Rust:

  before: 6 files + 2 splice helpers, prompt prose split across .md and .rs
  after:  3 files, one per profile, all prose in the template

Rust now passes only facts -- provider name, which file-edit tool is active,
and whether web search and subagents are available. Values land under `vars`,
so templates read {{ vars.env_block }}. Booleans are passed as "true"/"false"
and compared explicitly via the bool_var helper, because the shared
TemplateContext types vars as strings and a bare {% if %} on the string
"false" would be truthy.

Also converts fabro-server's Ask Fabro prompt, which is assembled at runtime.
Its tool guidance now arrives as a template variable instead of being
interpolated into the template text. That guidance carries tool names and
descriptions that can originate from MCP servers, and MiniJinja does not
re-render substituted values, so a tool description containing {{ ... }} stays
inert rather than being evaluated.

Output is unchanged. Verified by diffing all ten prompt variants against the
same unmodified origin/main worktree used for the previous commit.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-07-24 18:23:47 -04:00
Bryan Helmkamp
2c13e2da5e
refactor(agent): load profile system prompts from .md files
The three profile prompts lived as multi-line Rust string literals with
backslash continuations, which made them awkward to read, diff, and review.
Move them to profiles/prompts/*.md loaded via include_str!, matching the
existing convention in fabro-workflow's pipeline prompts and the server's
playground prompt.

Two helpers back the templates, both following the {env_block} convention
already used by assemble_system_prompt rather than adding a template engine:

- render_prompt substitutes {name} placeholders and leaves the rest intact,
  for values spliced inline (provider name, the web-search bullet)
- splice_optional_section handles whole blocks that come and go, dropping the
  blank line ahead of the placeholder when the block is empty

Gemini already carried a {web_search_section} placeholder in its literal, so
that one maps onto render_prompt unchanged. Anthropic's per-section functions
collapse into a single template plus a subagent fragment. OpenAI keeps its two
one-line file-edit failure hints inline, since they are bound to the tool name
and would not read well as standalone files; the multi-line usage blocks they
pair with become fragments.

Output is unchanged. Verified by capturing all ten prompt variants -- Anthropic
across subagent x web-search, OpenAI across apply_patch/edit_file x web-search,
Gemini across web-search -- from an unmodified worktree at origin/main, then
diffing them byte for byte against this branch.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-07-24 17:55:08 -04:00
Bryan Helmkamp
8921fc533f
Merge pull request #622 from fabro-sh/feat/stage-chat-view
feat(web): add Chat view for agent stages
2026-07-24 17:54:19 -04:00
Bryan Helmkamp
7044dd57fa
Merge pull request #627 from fabro-sh/fix/openai-compatible-stream-usage
fix(llm): request streaming usage on openai_compatible providers
2026-07-24 17:53:45 -04:00
Bryan Helmkamp
ae3b6702e2
Merge pull request #626 from fabro-sh/feat/passive-reasoning-capture
feat(reasoning): passive reasoning capture in agent.message
2026-07-24 17:49:46 -04:00
Bryan Helmkamp
53a92f75f4
test(llm): model streamed usage in OpenAI twin 2026-07-24 17:47:05 -04:00
Release Repro
512ab50f9c
fix(reasoning): align stream and client invariants 2026-07-24 17:42:44 -04:00
Bryan Helmkamp
e739f86f6a
Merge remote-tracking branch 'origin/main' into feat/stage-chat-view
# Conflicts:
#	apps/fabro-web/app/routes/run-stages.test.ts
#	apps/fabro-web/app/routes/run-stages.tsx
2026-07-24 17:39:48 -04:00
Bryan Helmkamp
2c6fd5d798
Merge pull request #625 from fabro-sh/fix/brave-search-profile-config
Fix Brave Search tool secret propagation
2026-07-24 17:36:48 -04:00
Bryan Helmkamp
4ce57f8aae
refactor: simplify profile builder and drop dead tool plumbing
Follow-up cleanup on the profile-builder refactor.

AgentProfileBuilder::build now borrows instead of consuming, removing the
builder.clone().build() dance at all seven call sites. Deletes
with_command_timeouts, which had no caller but its own test, and the
with_summarizer constructors on all three profiles, whose only remaining
caller was each profile's own new().

Replaces the fifth copy of the profile-kind match (guardrails.rs) with the
builder, and swaps the parity matrix's hand-maintained provider list for
Catalog::effective_agent_profile so a new catalog provider cannot silently
skip the matrix. Collapses web_search_provider_test! into a secrets = arm
on provider_test! and uses EnvVars::BRAVE_SEARCH_API_KEY over a literal.

Drops the Brave key from the Ask Fabro session: AskFabroToolAccessPolicy
denies web_search, and both tools() and the prompt are filtered through
that policy, so the vault read only registered an uncallable tool.

Makes NativeToolOptions::for_profile match exhaustively so a new profile
kind must state its timeout, restores Anthropic's borrowed prompt sections
and Gemini's static prompt (placeholder substitution rather than format!
over 110 lines with doubled braces), and introduces WEB_SEARCH_TOOL_NAME
for the registry lookups that keep tool availability and prompt guidance
in sync.

Updates the product docs, which still described web_search as always
registered and as erroring at call time when unconfigured.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-07-24 17:32:33 -04:00
Release Repro
4d3de5f564
fix(reasoning): tighten capture normalization 2026-07-24 17:31:14 -04:00
Bryan Helmkamp
0169725b4e
fix(llm): request streaming usage on openai_compatible providers
Chat Completions only emits the trailing usage chunk when the request sets
`stream_options: {"include_usage": true}`. The openai_compatible codec never
sent it, so providers that follow the spec strictly returned no usage at all
on streamed responses. Every message came back with zero tokens, and the
catalog cost estimate multiplied those zeros into $0.

Kimi is the visible case: a run's kimi-k3 stages report 0 tokens and no
dollars, while an openrouter stage in the same run bills normally because
OpenRouter volunteers usage (and an in-band cost) without being asked.

Send the opt-in whenever we stream. Providers that already volunteer usage
accept the field and are unaffected.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-07-24 16:21:00 -04:00
Bryan Helmkamp
e7740b4acb
feat(reasoning): capture provider reasoning in agent.message
Normalize the readable reasoning providers already return into a
canonical `ReasoningOutput` and carry it through the `agent.message`
run event to storage, SSE, and JSONL.

The shape is derived from the final response's canonical message
content rather than stored a second time, so there is no duplicate
source of truth and retried or replaced streaming buffers never
become durable reasoning. OpenAI-compatible `reasoning_details` are
now preserved verbatim as an opaque content part; only known readable
members are normalized out of them, leaving encrypted entries for a
later provider-aware replay phase.

This phase is passive: no request parameters change, no capability
guessing, and no newly observed provider field is replayed.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-07-24 14:21:15 -04:00
Bryan Helmkamp
e15defe4c5
refactor: centralize agent profile tool configuration 2026-07-24 14:06:29 -04:00
Release Repro
0b58d087ee
feat(model): add Claude Opus 5 2026-07-24 13:43:08 -04:00
Bryan Helmkamp
fec5021a29
fix: pass tool secrets to agent profiles 2026-07-24 13:36:45 -04:00
Bryan Helmkamp
2539e3a661
feat(web): add Chat view for agent stages
Adds a Chat tab to agent stage pages alongside Thread and Debug, styled
after the Ask Fabro sidebar: agent messages render as first-class chat
bubbles (the narration between tool batches is the content that matters),
the stage prompt is a collapsed user-side card, and each run of
consecutive tool calls collapses to a wrench-icon count chip. While the
stage is running, in-flight tool calls (agent.tool.started without a
completed event) show as a live spinner line with the tool name and input
preview — data the Thread view drops today.

Thread remains the default tab; Chat becomes the default only after
production testing.

Also fixes the demo dataset: detect-drift carries the agent-flavored
stage events (prompt, agent messages, tool calls) but was labeled a
command stage, so its Thread/Chat views were unreachable in demo mode.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-24 13:17:57 -04:00
Bryan Helmkamp
71549f0917
Merge remote-tracking branch 'origin/feat/backward-event-pagination' into feat/backward-event-pagination 2026-07-24 10:21:40 -04:00
Bryan Helmkamp
b77116994f
Harden event pagination bounds and scope desc params to the run route
Guard EventScan seeks against sequences past MAX_EVENT_SEQ: a
seven-digit start prefix sorts below six-digit event keys, so an
unvalidated since_seq like 5000000 returned an incorrect slice of
history instead of an empty page. An end bound past MAX_EVENT_SEQ now
delegates to the unbounded scan, which is equivalent because no stored
sequence exceeds it.

Clamp the descending exclusive end to just past the newest stored
event, so an oversized before_seq cursor pages from the newest event
instead of probing empty key space and returning nothing.

Split RunEventListParams out of EventListParams so before_seq and
order are only accepted by /runs/{id}/events; the session, stage,
pair transcript, and demo endpoints go back to ignoring them instead
of accepting order=desc while returning ascending results.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-24 10:21:25 -04:00
Bryan Helmkamp
c9900b2bfa
Merge branch 'main' into feat/backward-event-pagination 2026-07-24 10:14:57 -04:00
Bryan Helmkamp
eb83539a18
Merge origin/main into feat/stage-execution-identity-on-resume
Resolves conflicts with the shared-checkout parallel rewrite (#607) and the
cached-run/billing dedup (de60eb900):

- handler/parallel.rs: rebuilt on main's shared-checkout version. Branch
  ordinals are still reserved inside the branch task right before
  ParallelBranchStarted (with graph_visit/resumed_from_stage_id), and the
  reserved StageScope is shared with post-await error paths via a OnceLock
  slot instead of main's dispatch-time visit=1 scope, so completion events
  are never emitted under a guessed ordinal.
- billing.rs: keep this branch's run_stage_from_projection (RunStage grew
  graph_visit/resumed_from_stage_id and a typed id), adopt main's
  state.cached_run() and drop the removed run_stage_from_stage_id import.
- run_projection.rs: adopt main's typed parallel_results
  (Option<Vec<ParallelBranchResult>>).
- run_event/misc.rs: union of both sides' imports.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-24 10:07:35 -04:00
Bryan Helmkamp
7e7d7e4457
Recover latest event seq with bounded probes instead of a full scan
On a projection-cache miss, descending pagination recovered the latest
sequence by scanning the run's entire event prefix, making a cold-cache
order=desc request O(total_events). Binary-search the zero-padded
sequence key space with single-entry probes instead, bounding recovery
to O(log MAX_EVENT_SEQ) reads. The probe predicate (smallest stored
sequence at or above a bound) stays monotone across gaps left by
failed appends.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-24 10:05:01 -04:00
Bryan Helmkamp
ec100fca2b
Merge remote-tracking branch 'origin/main' into feat/backward-event-pagination
Resolved conflicts against main's shared-projection-cache rework:
- projection_cache.rs: kept main's projection_snapshot and dropped this
  branch's last_seq accessor, which it subsumes; latest_event_seq now
  reads the sequence from projection_snapshot.
- run_store.rs: kept main's EventScan cursor and added a seek_before
  constructor so the backward-pagination range scan bounds its end key
  through the same abstraction.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-24 09:57:15 -04:00
Bryan Helmkamp
b886f82622
Clamp backward pagination end bound to the event key-order limit
Event keys zero-pad seq to six digits, so an exclusive end bound past
MAX_EVENT_SEQ formatted as a seven-digit prefix that sorts before real
event keys, producing an inverted scan range. This made the newest page
come back empty once a run reached MAX_EVENT_SEQ, and let a client
supplied before_seq beyond MAX_EVENT_SEQ garble the range. Clamp the
bound and treat anything past MAX_EVENT_SEQ as unbounded; no stored
sequence exceeds it, so the results are equivalent.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-24 09:50:40 -04:00
Bryan Helmkamp
17cf8d710e
Merge pull request #618 from fabro-sh/fix/shared-run-projection-cache
Reuse shared projections for current run state
2026-07-24 09:47:29 -04:00
Bryan Helmkamp
8394eb2723
Merge pull request #619 from fabro-sh/feat/fireworks-provider
feat(llm): add Fireworks AI as an opt-in provider
2026-07-24 09:46:03 -04:00
Bryan Helmkamp
94e4a38375
Merge remote-tracking branch 'origin/main' into fix/shared-run-projection-cache
# Conflicts:
#	lib/components/fabro-store/src/slate/run_store.rs
2026-07-24 09:41:58 -04:00
Bryan Helmkamp
ad9b3810c2
docs(fireworks): fix CLI examples flagged in review
- The catalog comment showed `fabro provider login fireworks`, but
  `--provider` is a required flag: `fabro provider login --provider fireworks`.
- The remote-server `fabro model test` example omitted `--provider fireworks`,
  which could resolve the slug against a different provider.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-24 09:37:18 -04:00
Bryan Helmkamp
78fea736e3
fix: harden stage execution identity on resume 2026-07-24 09:37:05 -04:00
Bryan Helmkamp
396f75578a
Merge remote-tracking branch 'origin/main' into feat/backward-event-pagination
Resolved conflict in run_store.rs tests: kept both the new
list_events_before_with_limit tests from this branch and the
append_event_rejects_sequences_beyond_key_order_limit test from main.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-24 09:35:34 -04:00
Bryan Helmkamp
415e9e5cd8
Merge pull request #617 from fabro-sh/feat/expose-model-controls
Expose model reasoning effort controls
2026-07-24 09:34:55 -04:00
Bryan Helmkamp
3c6a26e8c2
Merge pull request #607 from fabro-sh/feat/shared-checkout-parallel
Shared-checkout parallel execution
2026-07-24 09:33:03 -04:00
Bryan Helmkamp
3beaddc224
Merge remote-tracking branch 'origin/main' into feat/expose-model-controls
# Conflicts:
#	lib/foundation/fabro-api/src/lib.rs
2026-07-24 09:28:01 -04:00
Bryan Helmkamp
7e89cb2bb3
Merge pull request #611 from fabro-sh/fix/validate-model-reasoning-effort
Return 400 for unsupported reasoning effort
2026-07-24 09:27:44 -04:00
Bryan Helmkamp
ac62585eb7
fix parallel result artifact handling 2026-07-24 09:26:22 -04:00
Bryan Helmkamp
de60eb900f
refactor: deduplicate cached-run access and event scans
- Add AppState::cached_run with the standard 500/404 mapping and use it
  everywhere handlers read the shared run-projection cache. This also
  normalizes two inconsistencies: graph-source cache errors now map to
  500 (was 502), and a missing projection in PR create/unlink now maps
  to the canonical 404 (was a bespoke 500).
- Extract an EventScan cursor shared by the four run-event scan loops,
  delegate list_events_from to the paginated variant, and stop the
  stage-event scan once its page is full instead of walking the rest of
  the log.
- Hold Arc<RunProjection> in the local projection cache so opening a run
  no longer deep-copies the projection (copy-on-write via Arc::make_mut),
  and drop the now-unreachable shared-cache branch in last_event_seq.
- Trim hot-path clones: run_files serves the projection Arc directly,
  run-state serializes by reference, artifacts only checks existence, and
  the command-log handler opens a reader only for the CAS-blob branch.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-24 09:25:42 -04:00
Bryan Helmkamp
13876edc44
Merge pull request #608 from fabro-sh/fix/linear-event-history-pagination
Make full event history traversal linear
2026-07-24 09:25:38 -04:00
Release Repro
aa67a231c4
Merge origin/main into fix/validate-model-reasoning-effort
Resolves conflicts with main's typed reasoning_effort field (#609) and
the usage-buckets test (#616). The handler's manual string parse is
superseded by serde-level validation of the typed enum, so it is
removed along with its test; the client-side unsupported-effort
validation and 400 error mapping from this branch are kept.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-24 09:24:07 -04:00
Bryan Helmkamp
3970c9f545
Restore serde defaults on Model.controls for older-server compatibility
Copilot review flagged that dropping #[serde(default)] makes newer
clients hard-fail against servers that predate the controls field.
The late-added Model fields (default, small_default, configured) set
the precedent: required in the OpenAPI spec, defaulted on
deserialization. An empty controls list already means "unsupported",
so the degraded value is semantically correct.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-24 09:23:18 -04:00
Bryan Helmkamp
4c7d13aff0
fix(store): enforce event sequence key limit 2026-07-24 09:18:43 -04:00
Bryan Helmkamp
5d8befa6ac
Reuse canonical ModelControls in fabro-api and tighten serde contract
Add the missing with_replacement for ModelControls so progenitor reuses
fabro_model::ModelControls instead of generating a dead parallel DTO,
re-export it from fabro_api::types, and assert type identity in the
round-trip test.

Drop #[serde(default)] from Model.controls and
ModelControls.reasoning_effort: the OpenAPI spec marks both required,
matching the strict deserialization of the sibling features/costs
fields. Update CLI stub payloads to include the now-required field.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-24 09:15:18 -04:00
Bryan Helmkamp
d611da345b
Clarify non-validation LLM error mapping 2026-07-24 09:13:26 -04:00
Release Repro
914383e1e0
Merge fix/linear-event-history-pagination into backward pagination 2026-07-24 09:12:38 -04:00
Bryan Helmkamp
1b9275f4a8
refactor(llm): align Fireworks provider with catalog conventions
- Rewrite the Fireworks tool round-trip E2E test on the shared
  run_model_test deep-test pattern used by the OpenRouter and Poolside
  opt-in provider tests, instead of a fourth hand-rolled copy of the
  multiply-tool scaffold.
- Drop the "(via Fireworks)" display-name suffix from slugs that have no
  first-party provider (kimi-k2.6, deepseek-v4-*, minimax-m2.7),
  matching the OpenRouter convention; rename "Qwen 3.7 Plus" to
  "Qwen3.7 Plus" to match existing Qwen entries.
- Fix kimi-k2.6 vision flag to false, matching the OpenRouter entry for
  the same slug (the portability test asserts they are the same model).
- Assert small_default_for_provider and per-model family/vision/
  reasoning in the catalog tests, mirroring sibling provider tests.
- Add Troubleshooting and Further reading sections to the Fireworks
  docs page, matching the other opt-in provider pages.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-24 09:08:32 -04:00
Bryan Helmkamp
f2a8b4e989
Merge pull request #616 from fabro-sh/codex/expose-completion-token-usage
Expose detailed completion token usage
2026-07-24 09:01:21 -04:00