Posts From Max Vornovskykh
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How to Launch Evaluation Pipeline for AI Agents: An 8-Week Checklist
25.06.2026
An evaluation pipeline for AI agents starts with tracing, moves through failure analysis and automated scoring, and turns into a cycle of experiments that make agents better over time. This
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32 AI Agents Across 4 Platforms: Building a Robust Evaluation System for AI Solutions
30.04.2026
AI agents are entering real business workflows, but their quality is hard to measure consistently. A single request can involve reasoning, tool calls, external data, and several decisions, so teams
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Unlock Corporate Data: Building a Secure Local AI for $20/mo
14.01.2026
In over twenty years of business, long before AI we operated under a fundamental truth: knowledge is the most valuable asset. Across hundreds of projects, our team has accumulated extensive
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