https://www.oceanheart.ai/tags/ai-platform/ Recent content in Ai-Platform on oceanheart.ai Hugo en-gb Sat, 28 Mar 2026 00:00:00 +0000 https://www.oceanheart.ai/projects/the-pit/ Sat, 28 Mar 2026 00:00:00 +0000 https://www.oceanheart.ai/projects/the-pit/ <a class="claude-coach" href="https://claude.ai/new?q=Read&#43;https%3A%2F%2Fwww.oceanheart.ai%2Fprojects%2Fthe-pit%2F&#43;and&#43;discuss&#43;the&#43;evaluation&#43;design&#43;with&#43;me%3A&#43;what&#43;structured&#43;agent&#43;contests&#43;can&#43;and&#43;cannot&#43;prove%2C&#43;and&#43;how&#43;you&#43;would&#43;extend&#43;the&#43;scoring&#43;and&#43;failure&#43;taxonomy." target="_blank" rel="noopener noreferrer" aria-label="Open a prepared Claude conversation"> <span class="claude-coach-mark" aria-hidden="true">&#10035;</span> <span class="claude-coach-copy"> <span class="claude-coach-eyebrow">Claude coach</span> <strong class="claude-coach-title">Interrogate this architecture</strong> <span class="claude-coach-description">Open a Claude conversation primed to discuss what structured agent contests prove, and where the evaluation design could go next.</span> <span class="claude-coach-action">Discuss it with Claude <span aria-hidden="true">&#8599;</span></span> </span> </a> <h2 id="what-it-is">What it is</h2> <p>A multi-agent AI evaluation platform built to make agent performance legible, comparable, governable, and economically inspectable. Structured contests between agent configurations with observable traces, explicit scoring, failure tagging, and cost visibility.</p> <p>The platform demonstrates seven skill domains end-to-end: specification precision, evaluation and quality judgment, decomposition and orchestration, failure pattern recognition, trust and guardrail design, context architecture, and token/cost economics.</p>