Tech Articles
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Walker Miller5d ago • 6 min read
Predicting agent failure before you ship it
A demo proves an agent can succeed once. It says almost nothing about how often it will fail under r...
#failuremodes#testing#evals#reliability
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Walker Miller6d ago • 7 min read
Loop drift: how agents convince themselves they're making progress
The worst agent failures don't crash — they keep working. A postmortem on loop drift: an agent that ...
#failuremodes#evals#postmortem#loops
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INTFRAME4d ago • 2 min read
Evals are the unit tests of prompts
Every prompt change ships against a golden set. Every incident becomes a case. And the LLM judging t...
#ai#evals
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Raj Murugan2d ago • 3 min read
A clean pass rate is not calibration
I built an LLM-as-judge eval on my own blog and got a suspiciously perfect 16/16. Here's the three-r...
#aws#bedrock#evals#genai
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Umesh Malik1d ago • 9 min read
How to verify AI-generated benchmark claims: 1.4x to 1.5x slower
How to verify AI-generated benchmark claims: an LLM agent's regex engine beat Rust's regex crate by ...
#aicodingagentsdx#benchmarking#evals#llmagents
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