CapyNodes
Build. Evaluate. Learn. AI System Design.
CapyNodes launched on January 26, 2026 with 6 votes, #2,272 of 14,584 launches that month and more than 75% of that year's launches.
What it does
The platform that evaluates your AI system designs like LeetCode evaluates code. Choose your problem statements, design your AI systems using the editor and know how good your architecture is using the evaluation engine. Rubric-based scoring is based on 6 aspects: Scalability, Performance, Cost, Reliability, Completeness, and Security of your design.
The platform that evaluates your AI system designs like LeetCode evaluates code.
Does a similar job
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- SDSystem Design Practice and Discussion2022 · workat.tech · ▲8
Many platforms exist for a candidate to practice leetcode style questions. Created one to practice and discuss system design problem statements. There is no auto evaluation as high level design is subjective, but we support upvotes/downvotes and a comment section for feedback and discussion. Looking for early feedback.
- PLPi Labs – AI scoring and optimization tools for software engineers2025 · build.withpi.ai · ▲25
Hey HN, after years building some of the core AI and NLU systems in Google Search, we decided to leave and build outside. Our goal was to put the advanced ML and DS techniques we’ve been using in the hands of all software engineers, so that everyone can build AI and Search apps at the same level of performance and sophistication as the big labs. This was a hard technical challenge but we were very inspired by the MVC architecture for Web development. The intuition there was that when a data model changes, its view would get auto-updated. We built a similar architecture for AI. On one side is…

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