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Show HN: I built a way to see if your SDK is AI-friendly

1•nguyenhu•1h ago
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 exposed to the sandbox environment - Egress HTTP requests are monitored, Judge agents' egress are limited to trusted domains to ensure that proprietary IP are not exfiltrated

Features: - CLI commands for the entire workflow of generating, eval, reporting on test suites - Agent skills for each command - Local Web UI if you want to inspect test result and edit test cases visually

GitHub: https://github.com/PSPDFKit-labs/agentic-usability

How to Leverage IPv6 Subnets for Infinite Proxy Rotation

https://substack.thewebscraping.club/p/use-ipv6-scraping-nyxproxy
1•HughParry•1m ago•0 comments

Ateneo VR escape room game teaches Philippine Martial Law to a new generation

https://www.ateneo.edu/news/2026/04/ateneo-vr-escape-room-game-teaches-martial-law-new-generation
1•JeanKage•6m ago•0 comments

ZX Spectrum Archive

https://manic232.github.io/ZX-Spectrum-Archive-2026/ZX%20Spectrum%20Archive.htm
1•ivvve•7m ago•0 comments

Show HN: Async multi-person collaboration skill for Claude Code

https://github.com/AI-Collab-Skill/collab-session-skill
2•siclark•10m ago•1 comments

Politico execs meet staff, letter warns CEO risks 'undermining our reputation'

https://www.semafor.com/article/04/27/2026/axel-springer-politico-execs-meet-with-staff-after-let...
1•doener•11m ago•0 comments

The Long-Term Effects of Feeding Lionfish to Sharks and Groupers on the Reefs [video]

https://www.youtube.com/watch?v=RNJp6kydYzQ
1•skibz•12m ago•0 comments

Song Sung Blue: From Barstool to Big Screen

https://www.reelasdirt.com/song-sung-blue
1•js2•13m ago•0 comments

Build a voice agent using Soniox STT and TTS

https://soniox.com/docs/demo-apps/soniox-voice-agent
1•easwee•14m ago•0 comments

The CNRS is calculating digital environmental footprints

https://www.cnrs.fr/en/update/cnrs-calculating-digital-environmental-footprints
1•JeanKage•16m ago•0 comments

Show HN: Minimal Linux sandboxes to manage AI-Generated Code with ease

https://github.com/bugthesystem/agentjail
1•bugthesystem•18m ago•0 comments

AOMedia Releases Polygonal Mesh Coding Standard Reference Software

http://aomedia.org/press%20releases/AOMedia-Releases-Reference-Software-for-Polygonal-Mesh-Coding...
1•dabinat•19m ago•0 comments

Binary 2Pac

https://twitter.com/TuckermintNet/status/2049051430154088650
1•PerfectPicture•19m ago•0 comments

When model distillation becomes a diplomatic incident

https://underlines.news/2026/04/26/us-orders-global-diplomatic-warning-on-chinese-distillation-of...
1•dtedesco1•23m ago•0 comments

We moved our blog off Webflow and what it cost us

https://blog.bunnyhoneyclub.com/posts/why-we-moved-our-blog-off-webflow
1•shadowinbox•25m ago•0 comments

China surpasses US in research spending

https://theconversation.com/china-surpasses-us-in-research-spending-the-consequences-extend-far-b...
1•JeanKage•25m ago•0 comments

Lovable: We're Currently Experiencing Issues

https://status.lovable.dev/
1•doener•26m ago•0 comments

Why the same LLM gives different answers in different environments

https://johndwade.substack.com/p/the-environment-rewrites-the-question
1•edgecased•27m ago•2 comments

Greenest countries eye drilling as fix for Iran crisis

https://www.politico.eu/article/worlds-greenest-countries-eye-drilling-as-fix-for-iran-crisis/
1•leonidasrup•31m ago•0 comments

If this doesn't scream AI bubble is about to burst IDK what does

https://docs.github.com/en/copilot/reference/copilot-billing/models-and-pricing
2•julia-kafarska•32m ago•2 comments

Goodbye Tim Apple – daily.dev Show [video]

https://www.youtube.com/watch?v=XKO67n3xfzM
2•idosh•34m ago•0 comments

What Type of AI Usage?

https://jensrantil.github.io/posts/types-of-ai-implementations/
1•JensRantil•34m ago•1 comments

AI Is Cannibalizing Human Intelligence

https://www.wsj.com/tech/ai/is-ai-smarter-than-humans-cyborg-956e0f0e
2•JeanKage•35m ago•0 comments

$1,605: average annual ad value of a U.S. Google user

https://proton.me/blog/what-is-your-data-worth-to-google
5•muzzy19•38m ago•2 comments

A Field Guide to Bugs

https://www.stephendiehl.com/posts/field_guide_to_bugs/
1•signa11•38m ago•0 comments

Phony whistleblowers, fake journalists and cyber spies

https://www.icij.org/investigations/china-targets/fake-journalists-cyber-spies-china-targets-repo...
1•_tk_•40m ago•0 comments

AI Workflows Need Provider Escape Hatches

https://rawsignal.xyz/posts/ai-workflows-need-provider-escape-hatches/
2•chown•42m ago•2 comments

Comparing SBC prices in 2024 and 2026

https://www.cnx-software.com/2026/04/28/what-a-difference-two-years-make-comparing-sbc-prices-in-...
1•pyprism•42m ago•0 comments

GitHub Copilot code review will start consuming GitHub Actions minutes

https://github.blog/changelog/2026-04-27-github-copilot-code-review-will-start-consuming-github-a...
2•whtsky•44m ago•0 comments

AI prefers resumes written by itself: Self-preferencing in Algorithmic Hiring

https://arxiv.org/abs/2509.00462
2•ytpete•47m ago•1 comments

Notice of Obsolescence

https://thebuild.com/blog/2026/04/27/notice-of-obsolescence/
2•ggaughan•47m ago•0 comments