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Field notes on evaluating
production AI.

How model-led evaluation actually works in practice. From the team building the trust layer for production AI.

Blog ( Radio Filter)
  • AI Evaluation

Production LLM Monitoring: How to Know Your Live Model Is Still Working

Your LLM is live. The service is up, latency looks fine, the error rate is flat. None of that tells you whether the model is still giving correct answers right now, on the inputs your...

  • 27 min read
AI risk management in 2026 - governing production AI - Tasq.ai
  • AI Evaluation

AI Risk Management in 2026: How Enterprises Are Governing Production AI

Most enterprises operating AI in production have governance policies. Very few have the operational infrastructure those policies assume. Most organizations know the requirements and have...

  • 19 min read
The chain failed — who owns it? Agentic AI governance — Tasq.ai
  • Blog

Who’s Accountable When an AI Agent Chain Fails? The Agentic AI Governance Problem

A planning agent reads a request wrong. It hands a malformed goal to a retrieval agent, which pulls the wrong documents and passes them to...

  • 18 min read
What is an AI evaluation platform? — Tasq.ai
  • AI Evaluation, Blog

What Is an AI Evaluation Platform? Features to Look for in 2026

An AI evaluation platform is the system you use to decide whether a model’s output is good enough to ship, and to keep deciding...

  • 14 min read