ADORSYS-GIS / ADORSYS-GIS/ai-helm
[Ticket]: Validate the Anthropic-endpoint capabilities of the Envoy AI Gateway
- 主要语言
- Go Template
- 星标
- 3
- 派生
- 1
- 平均合并
- 19 小时 24 分钟
- 30 天内合并 PR
- 80
描述
### Type
Spike / Investigation
### Summary
We need to validate the Envoy AI Gateway's Anthropic-endpoint (`/v1/messages`) capabilities — and catalogue which models can be called through it — because we want to fully support clients using Claude Code, which speaks the Anthropic API.
Expected result:
> A catalogue of every model callable via the Anthropic endpoint, plus a decision: if too few, implement a model proxy so Claude-Code clients have full coverage.
### Intent
Make Claude Code (and other Anthropic-API clients) first-class against our gateway.
### Source of truth (links)
- AI Governance sprint (`Sprint.txt`).
- Gateway: `charts/core-gateway`, `charts/ai-models` (Envoy AI Gateway, AIEG). Runtime/gateway epic: #143.
- Anthropic API: `/v1/messages` shape.
### Current Behavior
It is unclear which models work through the Anthropic endpoint; Claude-Code support is unverified.
### Expected Behavior
We know exactly which models are Anthropic-callable; gaps are closed (proxy) if needed.
### Acceptance Criteria
- [ ] Every model callable via the Anthropic endpoint is catalogued (with evidence of a working call).
- [ ] Claude Code is tested end-to-end against the gateway.
- [ ] If the callable set is too small, a model proxy is designed/prototyped to widen coverage.
- [ ] Verification evidence (working Anthropic-endpoint calls + a Claude Code session) is provided.
### Out of Scope
- Full productionisation of a proxy (prototype + recommendation if needed).
### Technical Context
AIEG translates OpenAI/Anthropic schemas per model/provider; some models may only expose OpenAI-compatible routes → a translation proxy may be needed.
### Risks
- Few models support Anthropic natively → proxy becomes load-bearing for Claude Code.
### Test Plan
- Call each model via `/v1/messages`; run Claude Code against the gateway; record results.
### Verification evidence
_To be filled on completion: model catalogue + Claude Code session evidence._
### Human accountable owner
@Koufan-De-King
### AI Usage Declaration
- [x] Drafting the ticket
- [ ] Not used
- [x] I have declared AI usage above (ticked the relevant items, or "Not used").
### Human verification completed
- [ ] I understood the intent
- [ ] I checked the source of truth
- [ ] I reviewed all AI-generated text/code
- [ ] I verified the implementation manually
- [x] I checked for hallucinated assumptions
- [x] I am the accountable owner and accept responsibility for this ticket.
贡献指南
调研方向
Review Sprint.txt and the charts/core-gateway and charts/ai-models directories first, then inspect the gateway's Anthropic /v1/messages path. Call each configured model through that endpoint and run Claude Code end-to-end, recording working evidence. Done means a complete model catalogue, session evidence, and a proxy prototype and recommendation if coverage is insufficient.
由索引模型根据 Issue 内容生成。
评估
- 技术栈
- helm, kubernetes
- 领域
- api, infrastructure
- Issue 类型
- 功能
- 难度
- 5/5
- 预计耗时
- 一周以上
- 活跃度
- 冷清
- 描述清晰度
- 基本清楚
- 新手友好度
- 35/100