Show HN: I built a way to see if your SDK is AI-friendly
A new open-source CLI tool has been developed to assess the compatibility of SDKs with Agentic AI systems. This tool allows users to create test suites and evaluate their SDKs using both test-taker and judge agents in a sandboxed environment. The results can help improve SDKs either manually or through automation.
- ▪The CLI is open-source and licensed under Apache 2.0.
- ▪It allows for the creation of test suites based on source code and documentation.
- ▪Test-taker agents only access public information, while judge agents can access both public and private data.
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Story provenance
Source · retrieval · rights · ranking — open for full record
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Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | Ycombinator |
| Canonical URL | https://news.ycombinator.com/item?id=47931728 |
| Publication time | Tue, 28 Apr 2026 08:13:12 +0000 |
| Retrieval time | 2026-04-28T08:28:56.867Z |
| Last seen | 2026-04-28T08:28:56.867Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | PsDJQX-iMmeN |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
Have you ever wonder if your SDKs is friendly for Agentic AI like Claude Code or Codex? I built an opensource (Apache 2.0) CLI that answer that question for you.With it you can create a test suite either manually or with an Agent based on the source code and documentation. The CLI will dispatch Agents with their own sandboxed microVMs to solve each test. Results then get graded by another Judge Agent.Test-taker agents only have access to public information (guides, blogs, package metadata), while Judge agents have access to both public and private information (source code, internal documents)After the test result are generated you can make improvement to your SDK manually, or use an Agent to automate the process.Agents are sandboxed, this means: - Host machine secrets (API keys) are not…
Excerpt limited to ~120 words for fair-use compliance. The full article is at Ycombinator.