Record the durable findings from OSS-583:
- langgraph-typescript per-framework notes: langchain-js streaming-reassembly bugs
(reasoning index-collision -> disableStreaming; tool-call+content reassembly ->
normalizeAssistantMessage), a2ui-recovery inner-render header forwarding via
ALS/wrapToolCall (mirrors mastra), and multimodal's LFS-asset build requirement.
- 'What Was Green But Still Wrong' #8: single-pass sweeps hide flaky cells and
aimock-green can mask a real backend bug -> re-run for stability + verify the
right graph runs.
- Known fleet-wide follow-ups: the frontend-tools-async stale turnIndex fixture
reds the north star too (needs the same deletion in langgraph-python); image
builds must git lfs pull so multimodal ships real assets not LFS pointers.
Closes OSS-646. Split out of OSS-641 as the unambiguous half. This PR
does **not** change when activation happens — whether the long-running
wrappers should auto-connect stays open on OSS-641.
## Why
`createCopilotRuntimeHandler` builds the `ChannelManager` but opens no
connection; activation is lazy, triggered by the first
`channels.ready()`. That is deliberate (`fbf35ac59`, OSS-473) —
Cloudflare/Next isolates freeze and recycle per request, so cold starts
would mint conflicting listeners. Two things were left inconsistent with
it:
1. `endpoints/node.ts` still documented the pre-`fbf35ac59` world — "the
same `ChannelsControl` surface the underlying fetch handler **activates
at creation time**" — and labelled the one required call as `//
Optional:`. That's the TSDoc developers and coding agents see in-editor,
and it contradicted every channel-package README. Same failure class as
OSS-634.
2. `68349bc1f` gave the fetch handler a branded overload so
`handler.channels.ready()` type-checks without `?.`, but the node
wrapper never got it — so every call site, including our own example and
all nine showcase docs pages, was written defensively.
### A live consequence, found en route
`examples/slack/app/managed.ts` never called `ready()`. It built the
runtime, mounted the listener, logged `[channel] started managed Channel
"…"`, and only ever called `stop()` — so since activation went lazy it
has connected nothing while reporting success. It was written against
exactly the creation-time model the TSDoc described. Fixed here, with a
regression assertion.
## What changed
- **Types** — `createCopilotNodeListener` gets the branded overload pair
mirroring `createCopilotRuntimeHandler`: a runtime with at least one
declared Channel yields non-optional `.channels`; `activateChannels:
false` and channel-less runtimes keep the optional shape. Adds
`NodeCopilotListenerWithChannels`; both listener types are now exported
from `@copilotkit/runtime/v2/node`.
- **Docs** — node/express/hono TSDoc corrected: creation opens no
connection, `ready()` is what activates, and it is required on a
long-running host. Same stale claim fixed in the three example comments
and `examples/slack/README.md` that repeated it.
- **Call sites** — `?.` dropped from `examples/slack`, `examples/teams`,
both READMEs, and the nine `showcase/shell-docs` channel pages.
## Deliberate scope choices, called out
- **Express/Hono keep an optional `.channels`.** Only their TSDoc is
corrected here. Their own type docs name Node as the lifecycle-owning
surface and attach `.channels` best-effort, so the branded overload is
Node-only for now; `endpoints-channels.test.ts` still uses `!` for those
two. Say the word if the overload should extend to them.
- **The non-optional shape requires a literal `channels` tuple**
(`readonly [Channel, ...Channel[]]`). A runtime built from a
dynamically-assembled `Channel[]` is unbranded and still needs `?.`. Now
stated in the node TSDoc.
- **`examples/slack/app/managed.ts` now exits nonzero if activation
fails**, where before it stayed up serving HTTP with nothing connected.
Intentional — fail loud, and it matches `index.ts`. Note that `ready()`
resolves for `setup_required`, so a declared-but-unprovisioned channel
still logs as started.
- **Signal handlers are registered before awaiting activation** in
`managed.ts`, so a Ctrl-C inside the 30s activation window still tears
the Channel down instead of hitting Node's default handler.
## Verification
- **Type contract, red → green:** the new `KeyIsRequired<typeof
listener, "channels">` assertion in `handler-channels-types.test.ts`
failed to compile before the overload (`error TS2344: Type 'false' does
not satisfy the constraint 'true'`) and passes after.
- **Example bug, red → green:** stashing only `managed.ts` fails the new
guard with `expected "vi.fn()" to be called once, but got 0 times`.
- **Strict-null proof:** `slack-example` and `teams-example` both `tsc
--noEmit` clean under `strict: true` with the `?.` removed. This matters
because the runtime package compiles with `strict: false`, so its own
type test can only probe the optionality modifier structurally.
- Runtime channel suites 54/54; slack example 63/63.
- **Coverage limit:** the `managed.ts` guard is mocked — it proves the
example *calls* `ready()` with a bound, not that a Channel connects.
Nothing in CI exercises a real gateway connect for these examples.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
`CopilotKitIntelligence` required `apiUrl` and `wsUrl` on every construction,
so the two correct hosts had to be found and copied by hand — which is how an
agent came to invent them. Both now default to CopilotKit's managed platform,
making `new CopilotKitIntelligence({ apiKey })` the whole managed-service setup.
Overrides are unchanged for self-hosted and non-production deployments, with two
guards that the previous required-field signature made unnecessary:
- A blank value counts as unset. These URLs are usually wired from env vars, and
a declared-but-empty variable arrives as `""`, which would otherwise produce
host-relative requests instead of falling back to the managed platform.
- Setting only one of the pair warns. The API and realtime planes are separate
hosts, so a lone override silently splits the client across two deployments —
and that failure surfaces as a hang, not an error.
Sweeps the doc, skill, README, and example surfaces to the short form so the
copy-paste path no longer hands anyone URLs to get wrong, and reattaches the
`CopilotKitIntelligence` class JSDoc, which was orphaned above an interface and
so never appeared on hover.
Linear: OSS-638
`createCopilotNodeListener` now mirrors `createCopilotRuntimeHandler`'s branded
overload pair, so a runtime with at least one declared Channel yields a listener
whose `.channels` is non-optional and the documented `listener.channels.ready()`
call type-checks with no `!` and no `?.`. `activateChannels: false` and
channel-less runtimes keep the optional shape. Both listener types are exported
from `@copilotkit/runtime/v2/node`.
Corrects TSDoc on the node, express, and hono wrappers that still claimed
activation happens "at creation time" and labelled `ready()` as optional — stale
since activation was deferred to make the Fetch handler serverless-safe. On a
long-running host that call is required, not optional.
Fixes a live consequence of that stale model: `examples/slack/app/managed.ts`
never called `ready()`, so it mounted a listener, logged "started managed
Channel", and connected nothing. Covered by a regression assertion.
Drops the now-unnecessary `?.` from the examples, READMEs, and channel docs, and
adds compile-time contracts for the listener shape alongside the existing
handler ones. The examples compile with `strict: true`, so they prove the
`?.`-free call under strict null checks, which the runtime package (strict:
false) cannot.
Two langgraph-typescript-scope causes:
1) Fixture prompt drift: the a2ui-recovery.json userMessage keys + suggestions.ts
pills still carried langgraph-python's copied prompt while the shared probe
sends a langgraph-typescript-UNIQUE prompt -> aimock 404 -> heal surface never
mounts. Retarget the 4 keys + 2 pills to the probe's unique prompt (kept
distinct: a2ui-recovery fixtures have no x-aimock-context, so per-slug-unique
prompts are load-bearing to avoid cross-framework collisions).
2) Flaky heal (green-then-red): TS @ag-ui/langgraph getA2UITools invokes its inner
render_a2ui sub-agent via a config-less model.stream(), so config-based header
forwarding never reaches it; the inner aimock call carries no x-test-id, its
sequenceIndex falls into the never-reset DEFAULT_TEST_ID bucket, and the
seq0->seq1 heal staging only works on the first run. Add wrapModelCall/
wrapToolCall middleware + AsyncLocalStorage + a custom OpenAI fetch that
forwards inbound x-* headers onto every outbound call (outer emit AND inner
render) — mirroring the mechanism the green TS sibling mastra uses.
Not the shared Python recovery-loop defect (mastra, also TS getA2UITools, is
green — the TS path is fixable). D6 a2ui-recovery now green + STABLE (6 real ~7.7s
runs); aimock fixtures test 844 passed. Divergence documented in PARITY_NOTES.md.
Fixes the Channels docs/examples pointing at an Intelligence host that
does not serve the API, and the websocket URL guidance that can never
produce a working prod value. Linear:
[OSS-621](https://linear.app/copilotkit/issue/OSS-621).
## The two bugs
**1. The documented host does not serve the API.** Probed every
plausible path, not just `/`:
| URL | Result |
| --- | --- |
| `api.copilotkit.ai` — `/`, `/api`, `/api/health`, `/health`,
`/api/threads`, `/api/v1/threads` | **404 on all**, `server:
awselb/2.0`, `content-length: 0` — an ALB with no target-group rule
behind it |
| `realtime.copilotkit.ai` | **no DNS record at all** |
| `api.intelligence.copilotkit.ai/` and `/api/health` | 200,
`x-powered-by: Express` |
| `api.intelligence.copilotkit.ai/api/threads` | **401** — a real,
auth-gated endpoint |
| `realtime.intelligence.copilotkit.ai/runner/websocket` | **403** —
mounted and auth-gated (a 404 would mean unmounted) |
So the documented host is not merely returning 404 at the root — nothing
is routed there on any path, and it is not the app (no `x-powered-by`).
The working pair, matching the CLI's baked-in prod defaults and
`gitops/environments/prod/values.yaml`, is
`https://api.intelligence.copilotkit.ai` +
`wss://realtime.intelligence.copilotkit.ai`.
**2. `wsUrl` was documented as derivable from `apiUrl`.** Prod splits
the API and realtime planes across *different hosts*, so a scheme-only
swap yields `wss://api.intelligence.copilotkit.ai` — wrong host. That
failure is silent: a wrong `apiUrl` returns a clean HTTP error, but a
wrong `wsUrl` sits in `connecting` until the settle timeout and reports
only "did not settle in time". The derive is not even correct locally,
where the API and gateway are on different ports (4201 vs 4401) and the
swap preserves the port. It is essentially never right, so it is deleted
rather than relabelled.
Demonstrated end to end rather than asserted — running `examples/teams`
with the WS URL unset:
```
# on main: derive(https://api.intelligence.copilotkit.ai) -> wss://api.intelligence.copilotkit.ai (wrong host, 30s hang)
# on this branch:
exit code: 1
Missing COPILOTKIT_INTELLIGENCE_WS_URL.
export COPILOTKIT_INTELLIGENCE_URL=https://api.intelligence.copilotkit.ai
export COPILOTKIT_INTELLIGENCE_WS_URL=wss://realtime.intelligence.copilotkit.ai
The API and websocket URLs are DIFFERENT hosts (api.… vs realtime.…), so
the websocket URL cannot be derived from the API URL — set both.
```
## Scope note
The ticket listed 8 sites; the actual blast radius was 30 across 22
files. Beyond the ticket's list:
- **Five more channels package READMEs** — `channels`, `channels-core`,
`channels-discord`, `channels-slack`, `channels-teams` (the ticket named
only telegram + whatsapp).
- **The live product docs** —
`showcase/shell-docs/src/content/docs/channels/` taught the broken
derive in 8 files. These escaped the ticket's grep because their host
was already a `your-intelligence-url` placeholder; only bug 2 was
present. This is the surface developers actually read.
- **A generated skills mirror** — `skills/runtime/` is produced from
`packages/runtime/skills/runtime/` by `pnpm sync:plugin-skills`; fixing
one without the other leaves the bug live and fails the
`check-plugin-skills` gate.
- `skills/copilotkit-debug/references/runtime-debugging.md` and a third
occurrence in `client.ts`.
## Acceptance item 4 — resolved, chain verified
The ticket flagged a contradiction: `realtime-gateway.ts` documented
`wss://gateway.example/socket` while the runtime skill listed `/socket`
as a mistake. **The skill is right**, confirmed by tracing the real
runtime path rather than inferring it:
1. `channel-activation-config.ts:145` — `const wsUrl =
intelligence.ɵgetRunnerWsUrl()`, i.e. base + `/runner`.
2. → `channel-manager.ts:237` `wsUrl: config.wsUrl` →
`startChannelsOverRealtimeGateway` → `connectRealtimeGateway`.
3. `realtime-gateway.ts:253` hands that to Phoenix's `Socket`, which
appends `/websocket`.
4. The gateway mounts exactly `/runner` and `/client`
(`realtime_gateway/endpoint.ex:10,17`). There is no `/socket`.
The two docs survived contradicting each other because they describe
**different layers**: the public `wsUrl` is a bare base, while
`connectRealtimeGateway` receives the already-derived runner URL. Its
doc comment and the test fixtures move to `/runner` and now name the
layer. Independently, `get-runtime-info.ts:93` uses `ɵgetClientWsUrl()`,
which confirms the `/info` sample in the debug skill correctly keeps its
`/client` suffix — only the host there was wrong.
## Acceptance item 3 — split out
Failing loudly instead of hanging is a behavior change in the launcher's
connect path that overlaps OSS-622's error classification, so it is
[OSS-623](https://linear.app/copilotkit/issue/OSS-623) rather than
smuggled into a docs fix.
## Verification
- 44/44 gateway tests in `packages/channels-intelligence`;
`examples/slack/app/managed.test.ts` passes; `examples/teams` typechecks
clean.
- `nx run-many -t test,publint,attw` across the 15 affected projects
passed via the pre-commit hook; full CI green (38 checks, including
`build-check (shell-docs)`).
- Behavior proven by running the example, not by mocks (above).
- 45 commits behind `main` at time of review with **zero overlap** on
changed files, and the diff covers every dead-host and derive site
present on *current* `main`.
- No logic changes in either published package — `client.ts` and
`realtime-gateway.ts` are JSDoc/field-comment only. Behavior changes are
confined to the three example apps.
## Self-review pass
An adversarial pass over this PR tried to falsify its central claim
(that `api.copilotkit.ai` does not serve the API) by probing non-root
paths — the evidence got stronger, not weaker. It also cleared a
suspected regression: three `channels-intelligence` files read
`COPILOTKIT_INTELLIGENCE_URL` without the WS var, but they are the
HTTP-only transport path and need no socket URL. Two genuine gaps it
*did* find are fixed in the last commit: the five platform pages had
lost deployment neutrality (managed hosts now carry a self-hosted note),
and `index.mdx`/`mcp.mdx` referenced the new variable without telling
the reader where it comes from.
**One product decision for the reviewer:** `api.copilotkit.ai` is a live
ALB that routes nothing. If it is meant to become the public API alias,
this PR is documenting the wrong long-term string and the ALB wants a
listener rule instead. I used the host the product actually hands users
today (CLI prod defaults + gitops).
🤖 Generated with [Claude Code](https://claude.com/claude-code)
frontend-tools-async was flaky-red (done-signal-missing / text-unstable): the
fixture carried a legacy duplicate last fixture (userMessage 'project planning',
turnIndex:0, content + a query_notes tool call with NO id) that is absent from
the canonical D5 source. On iteration 2 (last msg = the query_notes tool result),
aimock's selectByTurnIndex prefers the turnIndex-bearing bare fixture (0<=1) over
the toolCallId-keyed follow-up, re-emitting query_notes with a fresh id whose
result never matches -> infinite re-emit loop -> turn never completes.
Remove the stale bare 'project planning' turnIndex:0 fixture so the toolCallId
follow-up is the sole iteration-2 candidate and the turn ends cleanly.
D6 frontend-tools-async now green and STABLE (4/4 consecutive real runs); aimock
fixtures test 844 passed. (Same stale-fixture defect exists on the langgraph-python
north star — flagged for a separate fleet-wide follow-up.)
Six defects reported on staging. All six reproduce; five share one
cause.
## The shared cause
`built-in-agent/src/app/api/copilotkit/route.ts` maps **~20 demos to the
same prompt-less `createBuiltInAgent()`**. The reference wires each to
its own graph **and its own system prompt** (28 graphs in
`langgraph-python/langgraph.json`).
aimock replays a scripted tool-call sequence keyed on `userMessage` +
`context`, so D6 is green whether or not the model could have reasoned
its way there. This is `showcase/GOTCHAS.md` #8 verbatim — including its
stated "structural tell": *grep the integration's `route.ts` for demos
left in the generic fallthrough that LGP wires to a dedicated graph.*
## Per-defect
| Demo | Symptom | Root cause |
|---|---|---|
| `gen-ui-tool-based` | charts plot zeros | No prompt. The assistant
says so itself: *"I used placeholder values since no sales figures were
provided."* Nondeterministic — one run gave a real 0..220 axis, the next
`0 1 2 3 4` with no bars, which is how it passed review. |
| `gen-ui-agent` | wall of text, steps frozen at "step 1 of 4" |
`set_steps` + its `/steps` STATE_DELTA already worked; nothing told the
model to *walk* pending→in_progress→completed. |
| `subagents` | left panel always empty | `grep -rn delegations src/ \|
grep -v demos/subagents` → **no output**. Frontend reads
`agent.state.delegations`; the converter handles `/steps` and `/notes`
and has no `delegations` case. Chat works because the tools do run. |
| `declarative-json-render` | raw JSON for pills 2 & 3 | Intercepted the
SSE: **the wire is already one closing brace short** — nothing is
dropped in transport, and the client parser correctly requires a
balanced object. Pill 1 only works because the model copies the prompt's
worked example verbatim (`\$1.24M`, `+18% vs Q2`). Model-level JSON
enforcement had been removed with the note *"the system prompt already
enforces JSON-only output"* — it does not. |
| `a2ui-recovery` | 5 identical cards | Reuses declarative-gen-ui's
prompt with no "call once" constraint, while the pills literally ask it
to *"self-correct a malformed first attempt"*. The retry loop is
**inside** the tool and returns on first valid pass, so every supervisor
retry is pure duplication. |
| `declarative-gen-ui` | D4 though it works live | **The inverse case.**
Badges: `UI ✓ BE ✓ 1P ✗ D6 —` (*"gated — blocked by a lower rung"*). Not
a live bug — a fixture bug. See below. |
## The D4 cap (`declarative-gen-ui`, `a2ui-recovery`)
Both demos' secondary design-call fixtures gated on
`match.responseFormat: \"json_object\"`. That matcher **can never match
this backend**:
- The agent talks to the OpenAI *Responses* API, where JSON mode is
`text.format`.
- aimock has **no `text.format` handling at all** —
`responsesToCompletionRequest` forwards only a top-level
`response_format` (absent in 1.19.1, forwarded in 1.37.4), a key the
Responses API doesn't accept and this client doesn't send.
- So `effective.response_format?.type` is always `undefined` and
`router.ts` skips the fixture → the design call never matched → surface
never painted → D5 red, D6 never ran.
Re-keyed onto `match.toolName`, which aimock *does* normalize out of a
Responses request (`responsesToolsToCompletionsTools`): the outer call
declares `generate_a2ui`, the in-tool design call declares nothing.
Tool-less secondary fixtures moved last, because several pills' brief is
a substring of the pill text (`\"Build my Q2 revenue summary …\"`
contains `\"Q2 revenue summary\"`) and would otherwise win the outer
request.
## Verification
**Reproduced live** (staging, real LLM): the zero-axis chart plus its
self-incriminating message, the unbalanced JSON on the wire, and the
reference rendering the *same pill* correctly for contrast.
**Two mutation-verified test suites** — both fail with the fix reverted:
- `aimock-a2ui-routing.test.ts` drives aimock's **real `matchFixture`**.
On the old fixtures 14/16 cases fail with `no fixture matched the
secondary design call for brief \"…\"` — the D5 red, reproduced as a
unit test.
- `tanstack-factory.test.ts` covers the `/delegations` and `/steps`
deltas (3 delegation tests fail with the branch disabled; the 2 controls
still pass).
**No regressions:** `tsc --noEmit` is 61 errors before *and* after (all
pre-existing — `gpt-5.4` missing from the adapter's model union, zod
v3/v4 skew); oxlint clean on changed files; the repo-wide fixture
validator passes (858 assertions).
`text.format` was verified by reading the request mapping in the
**pinned** `@tanstack/ai-openai@0.15.6` → `@tanstack/openai-base@0.9.2`:
`modelOptions` is spread straight into `responses.create()`,
`validateTextProviderOptions` only inspects
`metadata`/`conversation`/`previous_response_id`, and the adapter sets
`text.format` itself only when an `outputSchema` is passed (none here,
so nothing is clobbered).
## What is NOT verified
**The four prompt/`text.format` changes have not had a real-LLM
click-through** — that needs an OpenAI key this environment doesn't
have, and D6/aimock cannot verify them by construction (that's the whole
point of gotcha #8). Reasoning is documented inline at each site. This
area has burned the repo before: a previous `response_format` attempt
made the call return an empty string "verified against real OpenAI",
which is why `text.format` — the Responses API's own param — is used
instead. **Worth a live click-through on the staging deploy before this
is considered closed.**
## Deliberate non-goals
- **`a2ui-recovery` only demonstrates recovery under aimock.** The
heal/exhaust branches need a designer LLM that emits invalid surfaces on
demand; a real one succeeds on attempt 1. The single-call constraint
fixes the 5-card bug and makes it honest; making recovery visible live
needs deliberate fault injection — a product decision, recorded in
`PARITY_NOTES.md`.
- **The reference pins `openai:gpt-4o-mini`** (`gen_ui_agent.py:92`).
Flagged, not touched.
## Docs
`GOTCHAS.md` gains built-in-agent as a second worked instance of #8
(including that the masking runs *both* ways, and that `1P ✗ D6 —` means
gated, not failing), plus the `text.format` and dead-`responseFormat`
traps. `PARITY_NOTES.md` records that the named-agent registry is
**not** prompt-neutral, and that any new `state.<slot>` needs a
converter branch.
tool-rendering red (expected weather-card, 0 elements): the 'weather in Tokyo'
fixture returns assistant content + a get_weather tool call together; langchain-js
streamed-chunk reassembly left the tool call only under
additional_kwargs.tool_calls (surfacing intermediate chunks as invalid_tool_calls)
and produced a bare 'generic' message, so top-level tool_calls stayed empty.
shouldContinue then routed to __end__, the tool never ran, no TOOL_CALL_* events,
no weather card. LGP's Python create_agent parses the identical fixture correctly.
Add normalizeAssistantMessage() in tool-rendering.ts (called in chatNode): when
the response isn't a well-formed AIMessage with populated top-level tool_calls,
reconstruct a clean AIMessage, promoting additional_kwargs.tool_calls into parsed
tool_calls (no-op passthrough when already correct). Restores TS<->Python parity.
D6 tool-rendering now green (two real ~5s runs); fixture + frontend untouched
(byte-identical to LGP). Only the backend agent changed.
Every affected cell was D6-green (or D4-gated) while the deployed demo was
visibly broken. The common cause is GOTCHAS #8: aimock replays a scripted
tool-call sequence keyed on userMessage + context, so the fixture answers a
question the model was never asked.
Prompt gaps — ~20 demos shared one prompt-less `createBuiltInAgent()` where the
reference wires each to its own graph AND its own system prompt. Adds
`createBuiltInAgent({ systemPrompt })` + `demo-prompts.ts`, ported from the
reference graphs:
- gen-ui-tool-based plotted zeros; the assistant said "I used placeholder values
since no sales figures were provided". Nondeterministic — some runs invented
real values, which is how it passed review.
- gen-ui-agent published its plan once then narrated, freezing the progress card
on step 1 of 4.
- a2ui-recovery painted five identical cards: nothing constrained the supervisor
to one `generate_a2ui` call, and the pills literally ask it to "self-correct".
The retry loop lives inside the tool, so supervisor retries are duplication.
subagents' delegation panel was permanently empty — the frontend reads
`agent.state.delegations` and no code emitted that slot. The converter now emits
a `/delegations` delta per sub-agent result (whole-array `add`, since initial
state is `{}` and strict fast-json-patch rejects unresolvable paths while
@ag-ui/client swallows the throw), and ports the reference's
`_MAX_CRITIQUE_ITERATIONS = 1` cap.
declarative-json-render dumped raw JSON for any prompt the model couldn't crib
from the worked example. Captured the SSE: the wire is already one closing brace
short, so nothing is dropped in transport — model-level enforcement had been
removed on the grounds that "the system prompt already enforces JSON-only
output". It does not. Restores it via the Responses API's `text.format`, the
param the removed `response_format` maps to, verified against the pinned
@tanstack/ai-openai@0.15.6 -> @tanstack/openai-base@0.9.2 request mapping.
declarative-gen-ui and a2ui-recovery were the inverse: capped at D4 (UI ✓ BE ✓
1P ✗ D6 gated) while working live. Their secondary design-call fixtures gated on
`match.responseFormat`, which aimock can never satisfy here — it has no
`text.format` handling and only forwards a top-level `response_format` the
Responses API doesn't accept. Re-keyed onto `match.toolName` (the outer call
declares `generate_a2ui`, the in-tool design call declares nothing) with the
tool-less fixtures moved last, since several pills' brief is a substring of the
pill text.
Tests (both mutation-verified — they fail with the fix reverted):
- aimock-a2ui-routing.test.ts drives aimock's real `matchFixture`; 14/16 cases
fail on the old fixtures with "no fixture matched the secondary design call".
- tanstack-factory.test.ts covers the `/delegations` and `/steps` deltas.
Typecheck unchanged at 61 pre-existing errors; oxlint clean on changed files.
NOT verified live: the four prompt/`text.format` changes need a real-LLM
click-through, which needs a key this environment doesn't have. Reasoning and
the exact request mapping are documented inline.
reasoning-display red with text-unstable: @langchain/openai@1.4.4's streaming
Responses converter pushes the reasoning-summary delta and the answer
output_text delta to the same content-block index (both 0), so the streaming
reducer collapses them into one reasoning block that swallows the answer.
@ag-ui/langgraph then routes the whole turn to REASONING_MESSAGE_* events and no
assistant TEXT_MESSAGE renders — the probe never settles.
Set disableStreaming:true in reasoning-agent.ts to force the non-streaming
Responses converter (processes final output items, yields separate reasoning +
text blocks), so reasoning and answer both render, matching langgraph-python's
content. Document the one behavioral divergence in PARITY_NOTES.md: the summary
no longer token-streams (arrives at once) until the upstream langchain-openai
index-collision bug is fixed.
D6 reasoning-display now green (real runs, reasoning-custom + reasoning-default);
fixture untouched (LGP-identical shape). Only the backend agent changed.
gen-ui-open and gen-ui-open-advanced looped (done-signal-missing): the 7 leg-1
tool-call fixtures for the open pills carried turnIndex:0, which aimock treats
as turnIndex-relaxed (default AIMOCK_STRICT_TURN_INDEX off) and keeps as a
candidate on the follow-up turn, out-selecting the toolCallId terminal so the
done signal never fires.
Change those 7 leg-1 fixtures from turnIndex:0 -> hasToolResult:false (the
request-shape predicate that excludes them once the tool result is present),
mirroring langgraph-python's canonical gen-ui-open.json shape. The 4 single-turn
narration fixtures keep turnIndex:0.
D6 gen-ui-open + gen-ui-open-advanced now green (two real ~11s/~13s runs each);
no aimock no-match/relaxed.
PR #6130 added `src/middleware.ts`, which sets the `x-pathname` header that
`src/app/demos/layout.tsx`'s `generateMetadata()` reads. That header is what
makes the layout actually call `loadDemoIndex()` — a request-time
`readFileSync(process.cwd()/manifest.yaml)`. The Dockerfile's runner stage
never copied `manifest.yaml`, so every `/demos/*` route now 500s with "An
error occurred in the Server Components render" (ENOENT), while the
statically-prerendered home page keeps returning 200.
On the dashboard that reads as "service is up, every cell pinned at D3": D4
fails on `page.type` waiting for `textarea`, D5 times out, D6 fails on
`waitForSelector('[role="textbox"]')` — the chat input never mounts because
the page is an error boundary.
langgraph-python hit this exact bug and fixed it with the same one-line COPY;
ms-agent-dotnet is the only integration shipping `middleware.ts` without it.
Adds a ratchet test over that invariant (mutation-verified: fails with the
COPY removed).
Two gaps from the previous commit, found reviewing it.
The five platform pages previously carried a `your-intelligence-url`
placeholder, which was neutral about where Intelligence runs. Replacing it with
the managed hosts read as "this is the endpoint" to a self-hosted reader, and
only the quickstart said otherwise; every env block now notes that self-hosted
deployments substitute their own two hosts.
index.mdx and mcp.mdx are code-only pages with no env block, so after requiring
a second variable they referenced COPILOTKIT_INTELLIGENCE_WS_URL without ever
telling the reader where it comes from. Both now point at the dashboard and the
quickstart's env block.
Refs OSS-621
The langgraph-typescript agent runs a custom server.mjs whose hardcoded
graphSpec — NOT langgraph.json — is the runtime graph registry. gen_ui_tool_based
was missing from it, so the langgraph server returned 404 for that graph and the
Tool-Based Generative UI cell fell through. Add gen_ui_tool_based and drop the
three redundant graph ids (reasoning-default-render, tool-rendering-{default,
custom}-catchall) that route.ts now consolidates onto shared graphs, keeping
server.mjs in sync with langgraph.json.
Bring the langgraph-typescript Showcase integration to parity with the
reference langgraph-python: byte-identical demo frontends, the same demo set
and manifest overview, framework-native TypeScript backend wiring, and
canonical mirrored aimock D6 fixtures. Scope is limited to
integrations/langgraph-typescript and its aimock/d6 fixtures.
Frontend: realign ~25 drifted demo files to the north star; add missing
src/components/ui primitives, READMEs, declarative-gen-ui/sales-context, and
the threadid-frontend-tool-roundtrip page; remove LGT-only drift; replace the
hand-rolled landing page with the manifest-driven one. Only the sanctioned
"LangGraph (TypeScript)" identity strings differ.
Manifest: rebuild to match langgraph-python's feature order, demo order,
names, tags, descriptions, and routes; drop two bogus NSF entries that were
never real features (reasoning-default-render, agentic-chat-reasoning); restore
shared-state-streaming and tool-rendering-reasoning-chain as supported cells.
not_supported_features now matches the north star (gen-ui-interrupt /
interrupt-headless — a shared upstream react-core resume-path limitation).
Backend: add the dedicated gen-ui-tool-based data-viz graph; consolidate the
tool-rendering variants and reasoning cells onto their shared graphs (matching
langgraph-python) and drop redundant duplicate graph ids; register
threadid-frontend-tool-roundtrip; move the MCP Apps runtime to the
[[...slug]] catch-all route.
Fixtures: re-mirror all 43 aimock/d6 fixtures from the canonical langgraph-python
set with match.context re-keyed, replacing previously drifted per-integration
fixtures.
## What
Brings the **ms-agent-dotnet** (Microsoft Agent Framework .NET) showcase
integration from D5 to **D6**, using **langgraph-python** as the
north-star reference.
### 1. Frontend parity with langgraph-python
Restores near-identical frontends where ms-agent-dotnet had drifted,
while **preserving the load-bearing .NET adaptations** (per the showcase
iron rules — differences belong in fixtures/minimal backend, not the
shared frontend):
- Root shell: `globals.css` (Tailwind `@theme` block + brand green),
manifest-driven index `page.tsx`, `layout.tsx`, new `middleware.ts`
(`x-pathname`), `tsconfig` include.
- `declarative-gen-ui` subtree restored (fixes divergent pill testids
the shared probe asserts).
- Doc-snippet `@region` markers, import-style normalization, `subagents`
revert, stale-file cleanup, `auth` inspector flag.
- **Kept** (load-bearing, not reverted): `parse-json-result` 3-layer
unwrap, multimodal legacy-shim, tool-based `hitl` (MAF has no
`interrupt()`), `agent-config` `properties=`.
### 2. shared-state-streaming → per-token (removed from
`not_supported_features`)
`write_document`'s `document` arg now streams into `state.document`
per-token via a `createSharedStateStreamingAgent` route shim (mirrors
the proven `createGenUiAgent` bridge, with a partial-JSON string
decoder), since the .NET AG-UI host has no `predict_state_config`.
### 3. a2ui-recovery cell (new)
First MS-Agent-Framework implementation of the A2UI
validate→retry→`a2ui_recovery_exhausted` recovery loop. Because the MAF
AG-UI adapter can't emit the custom `ACTIVITY_SNAPSHOT{status:"failed"}`
the exhausted card needs, it's a **raw-SSE `MapPost` endpoint**
(`RecoveryAgent.cs`) — the same adapter-bypass pattern already shipped
for `/multimodal`. Adds the demo frontend, API route, deterministic
aimock fixture (heal seq0-invalid→seq1-valid; exhaust always-invalid),
and a unique per-slug `PROMPTS` entry in the shared probe.
### 4. threadid-frontend-tool-roundtrip demo (parity)
Added for demo-set parity (reuses the `frontend_tools` passthrough; not
a D6-scored feature, mirroring the reference).
`gen-ui-interrupt` / `interrupt-headless` remain honestly quarantined
(upstream `@copilotkit/react-core` `useInterrupt` resume-path bug — not
a backend gap).
## Verification
- Code was authored in parallel worktree-isolated slots, each
cross-verified against the reference + the shared probe contracts; the
a2ui-recovery fixture was cross-checked against
`RecoveryAgent.ValidateComponents`.
- Local D6 harness: the image builds and the stack + probes run, but
**full local green was blocked by Windows-only harness friction**
(`core.symlinks=false` breaks `stage_shared`'s `[ -L ]` materialization;
`--direct` doesn't context-scope the `x-aimock-context` header so
context-keyed a2ui fixtures miss). These are environmental, not code
issues. **Relying on CI's Linux harness (real symlinks + fleet worker)
for authoritative D6.**
## Follow-up (not in this PR)
- `stage_shared()` should also materialize Windows symlink-as-file
entries (detect a regular file whose content is a relative path), so
forced local rebuilds work on `core.symlinks=false` checkouts.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
## Summary
Aligns the **langgraph-fastapi** showcase integration to the north-star
**langgraph-python** (OSS-582 — "Align LangGraph (FastAPI) Showcase
demos and code"). Moves the integration onto the product-centric demo
set: backend agent graphs, runtime wiring, frontend chrome, the
demo-browser overview (`manifest.yaml`), and aimock fixtures.
Linear: OSS-582.
## What changed
**Backend agents (`src/agents/src/`)**
- Ported the missing dedicated graphs: `agentic_chat`, `gen_ui_agent`,
`gen_ui_tool_based`, `shared_state_streaming`.
- v2 `create_agent` ports + config alignment for `agent_config_agent`,
`headless_complete`, `reasoning_agent`, `tool_rendering_agent`,
`tool_rendering_reasoning_chain_agent`, `a2ui_dynamic`.
**Runtime wiring**
- `route.ts`: wired the canonical demos to their dedicated graphs and
removed them from the generic `sample_agent` fallthrough loop (this is
what made several demos behave correctly against a real LLM — see
below); added `recursion_limit`.
- `langgraph.json`: registered the 3 new graphs.
- Renamed the dedicated API routes
`copilotkit-byoc-{hashbrown,json-render}` →
`copilotkit-declarative-{hashbrown,json-render}`.
**Overview / content**
- `manifest.yaml`: demos + features aligned to LGP (names, descriptions,
tags, order, canonical ids; deprecated aliases migrated; phantom
`hitl-in-chat-booking` removed; `shared-state-streaming` un-quarantined
now that it works). Integration identity (name/slug/logo) preserved. The
demo-browser overview is now card-for-card identical to
langgraph-python.
- Restored two missing `@region` markers (factory-automation snippet
extraction).
**Frontend chrome**
- `globals.css`, `layout.tsx`, `middleware.ts` (was missing),
`declarative-gen-ui/*` + `sales-context.ts`, `beautiful-chat`;
`Dockerfile` now copies `manifest.yaml` (fixed an RSC crash on every
`/demos/*`).
**aimock fixtures (`aimock/d4|d6/langgraph-fastapi/`)**
- D6 fixture fixes for the previously-red cells (stale `turnIndex`
gates, cross-file substring shadowing, missing `chunkSize`, prompt
narrowing).
**Showcase tooling / docs**
- Fixed harness services racing on a shared image tag
(`docker-compose.local.yml`).
- `GOTCHAS.md` #8: documents that aimock D6 can be green while a demo is
broken against a real LLM (fixtures replay scripted tool calls
regardless of which graph ran), plus how to catch it.
- `PARITY_NOTES.md`: sanctioned divergences (a2ui-recovery per-slug
prompt isolation; declarative-json-render scoped-test divergence).
## Verification
- **D6 sweep: 38 green / 1 red.** The single red is **a2ui-recovery**,
which reproduces **identically on the north star** (shared Python
`ag_ui_langgraph` recovery loop; mastra's TS impl is green). It is not a
fastapi defect and is tracked as a separate PR against the north star.
Documented in `PARITY_NOTES.md`.
- `validate-manifests` (manifest → registry, all 20 integrations) —
green.
- `validate-routes --all` (runtime-route wiring) — green.
- Build + TypeScript typecheck (`next build` via the Docker image build)
— green.
- `@region` audit — all region pairs balanced and LGP-consistent (0
orphans/typos/mismatches).
- Live manual QA against real OpenAI (`:3102` vs `:3100`) confirmed the
key demos (reasoning-custom, shared-state-streaming, gen-ui-tool-based,
agentic-chat).
## Notable finding
Several demos were D6-green but broke against a real model because they
fell back to the generic `sample_agent` instead of their dedicated graph
— the aimock fixture masked the wiring bug by replaying scripted tool
calls. This PR fixes the wiring and documents the gap (GOTCHAS #8).
D6-green is necessary but not sufficient for graph/tool-dependent demos;
a real-LLM click-through is required.
## Deferred / follow-ups
- **a2ui-recovery** — shared north-star defect in the Python
`ag_ui_langgraph` recovery loop; separate PR against the north star.
- **d5-byoc probe** — always sends the hashbrown pill even on the
json-render page (fleet-wide harness limitation); tracked as a
follow-up. The gating `byoc` grid cell is green.
## Scope note
Only `langgraph-fastapi` integration code, its aimock fixtures, and
showcase tooling/docs changed. **langgraph-python (the north star) was
not touched.**
The published Channels docs configured the Intelligence client with
`wsUrl: apiUrl.replace(/^http/, "ws")` in all eight pages. Because the API and
realtime planes are separate hosts, that yields a URL serving no socket, and
the failure is a silent 30s hang rather than an error — so this was the most
harmful copy of the bug: it is the surface developers actually read.
Every page now reads COPILOTKIT_INTELLIGENCE_WS_URL from the environment
alongside the API URL, and the six env blocks that previously showed only a
`your-intelligence-url` placeholder document both hosts with the values that
work against the managed service. The quickstart gains a short paragraph on why
the second host is required and what going wrong looks like.
Refs OSS-621
Lukas Moschitz