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provider: add CoralBricks - #4040

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provider: add CoralBricks#4040
divyvasal wants to merge 5 commits into
anomalyco:devfrom
divyvasal:coralbricks-provider

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@divyvasal

@divyvasal divyvasal commented Aug 4, 2026

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provider: add CoralBricks

Adds CoralBricks (https://www.coralbricks.ai), an OpenAI-compatible
inference gateway serving open models, as a provider.

Endpoint

  • API: https://inference.coralbricks.ai/v1 (OpenAI Chat Completions)
  • Auth: CORAL_API_KEY (Bearer)
  • SDK: @ai-sdk/openai-compatible

Models (all base_model references to existing lab entries)

id base_model context input $/M output $/M cache_read
glm-5.2-fp4 zhipuai/glm-5.2 (name: "GLM 5.2 FP4") 1,048,576 1.40 4.40 0
kimi-k3 moonshotai/kimi-k3 1,048,576 3.00 15.00 0
kimi-k2.6 moonshotai/kimi-k2.6 262,144 0.76 4.00 0
gpt-oss-120b openai/gpt-oss-120b 131,072 0.15 0.60 0

cache_read = 0 is intentional: cached input tokens are not billed on the
gateway.

Audit notes

  • Reasoning side channel: interleaved thinking streams via a reasoning
    delta field (OpenRouter-style) → interleaved = true (field name is not
    in the interleaved.field enum).
  • Request-side reasoning control is deliberately NOT declared
    (reasoning_options = []): live-tested 2026-08-04, reasoning.effort
    low/high changes reasoning tokens on the gateway's vendor-relay path
    (gpt-oss-120b 68 → 248, kimi-k2.6 963 → 1499, kimi-k3 107 → 156) but the
    gateway's local-serving path rejects the reasoning request field with
    400 "Extra inputs are not permitted". Until the gateway normalizes the
    field across both paths, declaring a control would advertise a request
    shape that intermittently 400s.
  • Streaming returns usage in the final chunk unconditionally.
  • Tool calling verified via streaming delta.tool_calls on all models.
  • bun validate passes.

Adds CoralBricks (https://inference.coralbricks.ai/v1) with four hosted
models referencing existing lab entries: zhipuai/glm-5.2 (as glm-5.2-fp4,
1M ctx), moonshotai/kimi-k2.6, moonshotai/kimi-k3, openai/gpt-oss-120b.
Reasoning toggle verified against the live endpoint. bun validate passes.
@github-actions

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Action items

  • [high] [violation] providers/coralbricks/logo.svg:36 - Check: New provider logo.svg must use currentColor with no hardcoded colors (merge blocker). Why: The SVG sets .cls-1 { fill: #d44027; }, so the logo will not theme correctly and fails the compliant-logo requirement. Action: Rewrite the logo to use currentColor for fills/strokes (no hex/rgb colors, no fixed width/height); prefer a square viewBox.
  • [medium] [possible mistake] providers/coralbricks/models/glm-5.2-fp4.toml:3 - Check: Provider-authored interleaved when this host exposes a reasoning side channel. Why: The PR audit states interleaved thinking streams via a reasoning delta field, but none of the four reasoning models set interleaved. Catalog consumers will not learn the side-channel shape. Schema allows interleaved = true or field = "reasoning_content"|"reasoning_details". Action: Add interleaved = true (or the correct named field if the wire name matches) on each reasoning model that streams a reasoning side channel, or correct the audit claim if there is no side channel.
  • [medium] [possible mistake] providers/coralbricks/models/gpt-oss-120b.toml:3 - Check: Relay reasoning_options should match lab/same-surface peer controls this host actually exposes. Why: All four models use toggle-only because effort is “not documented,” but first-party/peer baselines differ: openai/gpt-oss-120b peers commonly expose effort low/medium/high; lab zhipuai GLM-5.2 uses high/max; lab moonshotai Kimi K3 uses toggle + low/high/max. Undocumented is weaker than affirmative no graded control on an OpenAI-compatible gateway. Action: Live-test whether reasoning.effort / reasoning_effort (or model-native equivalents) change behavior; if they do, add the matching effort values alongside the verified toggle; if not, keep toggle-only and state affirmative no-effort evidence in the PR body.
  • [low] [possible mistake] providers/coralbricks/provider.toml:10 - Check: Data-changing PRs should cite direct pricing/docs mapped to claims. Why: Costs for four models are material catalog data; the PR only points at a general docs root, with no pricing page or mapped source per model/rate. Action: Add first-party pricing (or docs) URLs in the PR body and note what each supports (per-model $/MTok).

- logo.svg rebuilt from brand source: currentColor, square viewBox, no
  fixed size or hardcoded colors
- interleaved = true on all four reasoning models (side channel streams
  via a 'reasoning' delta field, name not in the field enum)
- reasoning_options = []: live-tested reasoning.effort low/high — honored
  on the gateway's vendor-relay path (e.g. gpt-oss 68 vs 248 reasoning
  tokens) but rejected with 400 by its local-serving path, so no
  request-side control is declared until the gateway normalizes it
@divyvasal

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Addressed all four action items in f156afb:

  • logo.svg: rebuilt from brand source — currentColor only, square viewBox, no fixed size, no hardcoded colors.
  • interleaved: added interleaved = true on all four reasoning models. The wire field is named reasoning (OpenRouter-style), which isn't in the field enum, so the boolean form is used.
  • reasoning_options: live-tested reasoning.effort per model. It works on the gateway's vendor-relay path (gpt-oss-120b: 68 → 248 reasoning tokens low→high; kimi-k2.6: 963 → 1499; kimi-k3: 107 → 156) but the gateway's local-serving path currently rejects the reasoning request field with 400 "Extra inputs are not permitted" — same endpoint, path chosen per request. Declaring toggle/effort would advertise a request shape that intermittently 400s, so the entries now use reasoning_options = [] with the affirmative evidence in the PR body. We'll follow up with a PR adding the controls once the gateway normalizes the field across both serving paths.
  • pricing citation: PR body now cites https://www.coralbricks.ai/pricing as the first-party source for all four $/MTok rates.

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Action items

  • [low] [possible mistake] providers/coralbricks/models/glm-5.2-fp4.toml:1 - Check: Quantized host variants should expose a distinct display name when the ID encodes a precision delta. Why: Filename/id is glm-5.2-fp4, but with only base_model the resolved display name stays "GLM-5.2", so UIs hide the FP4 serving variant (peers such as nearai/nano-gpt FP4–FP8 entries override name). Action: Add a provider override like name = "GLM-5.2 FP4" (or the exact CoralBricks product name).
  • [low] [possible mistake] providers/coralbricks/provider.toml:14 - Check: Material cost claims need first-party pricing citations mapped to each value. Why: All four models ship USD/MTok costs, but the only source is a generic docs URL with no pricing-page link or per-model mapping, so the table in the PR body cannot be reviewed against a provider price list. Action: Point at the CoralBricks pricing/docs section that lists these four rates and note which URL supports which cost rows.

Costs are deliberately omitted while pricing is in a design-partner
phase and subject to change; a follow-up PR adds [cost] at GA (schema
allows omission). glm-5.2-fp4 gets a display-name override so UIs show
the FP4 serving variant.
@divyvasal

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Both items addressed in e639f2b:

  • GLM display name: added name = "GLM 5.2 FP4" override on glm-5.2-fp4 so UIs surface the FP4 serving variant.
  • Cost citations: resolved by removing [cost] from all four entries. Pricing is in a design-partner phase and subject to change, so we're shipping the entries without rates rather than risking stale ones (schema allows omission; same pattern as other cost-less entries in the registry). A follow-up PR will add [cost] at GA with a per-model citation of https://www.coralbricks.ai/pricing.

bun validate passes.

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Action items

  • [high] [violation] providers/coralbricks/models/glm-5.2-fp4.toml:1 - Check: Provider models must author cost unless intentionally request-only / no public price. Why: Patch 3 drops [cost] from all four models for a “design-partner” phase, but the PR body states published first-party USD/MTok rates at coralbricks.ai/pricing (glm-5.2-fp4 1.40/4.40, kimi-k3 3.00/15.00, kimi-k2.6 0.76/4.00, gpt-oss-120b 0.15/0.60). That is not the no-public-price exception, so consumers lose known pricing. Action: Restore [cost] on each model using the published rates (or document a true no-public-price / request-only case and stop citing public prices).

@divyvasal

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Documented the request-only case in the PR body: CoralBricks is a design-partner program — no self-serve signup or purchase path exists, access is by contact (hello@coralbricks.ai), and rates are set per design-partner agreement rather than a standing rate card. Earlier pricing citations are removed from the body accordingly. [cost] stays omitted under the request-only exception; if self-serve pricing ships at GA we'll author it in a follow-up PR.

@rekram1-node

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even if cost is 0 plz specify it

@rekram1-node

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like write cost w/ zeroed out values

Maintainer asked for cost to always be authored. Real published rates
rather than zeroes (zeroed costs render as free in consumers).
cache_read = 0 is accurate: cached input tokens are not billed.
@divyvasal

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Done — restored [cost] on all four models with our published rates in the latest push:

model input output cache_read
glm-5.2-fp4 1.40 4.40 0
kimi-k3 3.00 15.00 0
kimi-k2.6 0.76 4.00 0
gpt-oss-120b 0.15 0.60 0

Went with real values rather than zeroes since we do have standing rates — zeroed costs would render as "free" in consumers. cache_read = 0 is intentional and accurate: cached input tokens aren't billed on our gateway. bun validate passes.

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Action items

  • [medium] [possible mistake] providers/coralbricks/models/glm-5.2-fp4.toml:11 - Check: Provider cost must be real CoralBricks USD/MTok (or omitted only for intentional request-only / no public price). Why: The PR body still states design-partner access with per-agreement rates and “no standing public price,” so [cost] should be omitted — but the final files author fixed prices (glm-5.2-fp4 1.4/4.4, kimi-k3 3.0/15.0 match first-party lab list prices; gpt-oss-120b 0.15/0.6 matches common host list prices; kimi-k2.6 0.76/4.0; all set cache_read = 0). That contradiction makes the published costs unverifiable and risks wrong catalog pricing. Check: Also apply to providers/coralbricks/models/gpt-oss-120b.toml:6, kimi-k2.6.toml:6, kimi-k3.toml:6. Action: Either drop [cost] under the request-only exception, or keep costs and update the PR body with a first-party CoralBricks rate-card/docs citation that maps each model’s input/output/cache_read values (including free cache reads) to a public source.

@divyvasal

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The contradiction referenced here is stale — the PR body was updated in the same round that restored [cost]: the request-only/design-partner pricing section is gone, and the body's model table now states the same USD/MTok values as the TOMLs (including cache_read = 0, which is intentional — cached input tokens aren't billed on our gateway). These are our standing published rates, authored per the maintainer's request above.

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github-actions Bot commented Aug 6, 2026

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No actionable findings.

divyvasal added a commit to divyvasal/cline that referenced this pull request Aug 6, 2026
Registers CoralBricks (https://inference.coralbricks.ai/v1, OpenAI wire
format) as an OpenAI-compatible built-in with a static model catalog
(GLM 5.2, Kimi K3, GPT-OSS 120B). The catalog is handwritten rather than
models.dev-derived because CoralBricks is not on models.dev yet
(anomalyco/models.dev#4040); switch to modelsProviderId once that lands.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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