5 Year AI Agent Engineer Interview When Evals Lie, Agents Fail Quietly
Source title: 5 Year AI Agent Engineer Interview When Evals Lie, Agents Fail Quietly. Source description: What happens when your AI agent looks healthy in production, but users are still getting bad results? A 5-year AI Agent Engineer interview on silent failures, eval drift, LLM-as-a-judge, trace-level evaluation, RAG data quality and guardrails. This is Episode 5 of the AI Agent Engineering interview journey on Kritya AI Labs. The agent doesn't crash. The dashboards look normal. Task completio
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Source title: 5 Year AI Agent Engineer Interview When Evals Lie, Agents Fail Quietly. Source description: What happens when your AI agent looks healthy in production, but users are still getting bad results? A 5-year AI Agent Engineer interview on silent failures, eval drift, LLM-as-a-judge, trace-level evaluation, RAG data quality and guardrails. This is Episode 5 of the AI Agent Engineering interview journey on Kritya AI Labs. The agent doesn't crash. The dashboards look normal. Task completio
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The title and description alone do not establish the agent autonomy level.
Agents In Use pipeline: video selected by TypeSafe Jev using source title/description only; recording and outcomes not independently verified.
Credit: KRITYAAILABS
Source published 7 Oct 2026
Source checked 14 Oct 2026
Tools and topics
AI agent
video · agent-demo
Editorial completeness: 75/100. Measures documented fields, not agent performance or verified outcomes.
Video notes
KRITYAAILABS · YouTube
- Source title: 5 Year AI Agent Engineer Interview When Evals Lie, Agents Fail Quietly