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#agent evaluation

Amazon Bedrock AgentCore Evaluations dashboard showing agent performance traces and scores
AI Hardware

Amazon Bedrock's AgentCore Evaluations: Closing the Demo-to-Production Chasm

Everyone figured AI agents were demo magic ready for prime time. Amazon's Bedrock AgentCore Evaluations just exposed the ugly truth—and offers a fix that might actually stick.

4 min read 1 day, 23 hours ago
Checklist flowchart for evaluating AI agent performance
AI Ethics

LangChain's Agent Eval Checklist: Smart Start or Setup for Failure?

Midway through debugging your rogue AI agent, LangChain drops a checklist. Ignore it, and you're shipping garbage. Follow blindly? Still might.

2 min read 4 days, 12 hours ago
Codex and Claude icons analyzing marketplace experimentation agent traces
AI Hardware

Codex Built the Pipeline, Claude Broke It: The Harsh Truth on AI Agent Evals

Codex crushed basic data science. Then it tried agent evals—and Claude exposed the fragility. Buckle up.

3 min read 1 week, 2 days ago
AI agent terminal interface displaying LangSmith traces and evaluation metrics
AI Hardware

LangSmith CLI: AI Agents Now Debug Themselves Like Pros

Picture this: your AI coding agent, once stumbling blindly, now traces bugs, builds tests, and evaluates itself—all from the terminal. LangSmith's CLI and skills make it real, slashing dev time for everyone building agents.

3 min read 2 weeks ago
Strands Evals dashboard showing AI agent scores for tool usage and response quality
AI Hardware

Strands Evals: The Closest Thing Yet to Taming Wild AI Agents

Picture this: Your AI agent aces every demo, but in the wild, it hallucinates tool calls and ghosts users. Strands Evals promises a fix— but does it hold up after 20 years of watching Valley promises evaporate?

4 min read 2 weeks ago
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