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10/04 01:25
dev.to
Your AI agent just leaked an SSN, cost surged and your tests passed. Here's why.
AI agents
silent failures
data leakage
token cost
monitoring
hallucination
07/04 11:01
dev.to
Free Quality Scoring for Any AI Agent: 1,352-Trace Benchmark
AI quality scoring
benchmark
agent evaluation
free tool
specificity
connections
06/04 16:15
dev.to
I built an open-source benchmark that scores AI agents, not models
AI benchmark
agent evaluation
open source
Elo rating
multi‑judge scoring
GPT‑4o
02/04 19:16
dev.to
Heuristic Detectors vs LLM Judges: What We Learned Analyzing 7,000 Agent Traces
heuristic detectors
LLM judges
AI agent evaluation
failure analysis
pattern matching
semantic reasoning
01/04 07:00
arxiv.org
Emergence WebVoyager: Toward Consistent and Transparent Evaluation of (Web) Agents in The Wild
AI agent evaluation
web agents
benchmark
reproducibility
task framing
operational variability
31/03 03:03
dev.to
7 AI Agent Evaluation Patterns That Catch Failures Before Production
AI agent evaluation
production reliability
deterministic assertions
hallucinations
API cost
evaluation patterns
25/03 14:53
dev.to
New Benchmark for Open-Source Agents: What is Claw-Eval? How Step 3.5 Flash Secured the #2 Spot
Claw‑Eval
open‑source agents
tool use
Step 3.5 Flash
Pass@3
AI benchmark
25/03 14:53
dev.to
New Benchmark for Open-Source Agents: What is Claw-Eval? How Step 3.5 Flash Secured the #2 Spot
Claw‑Eval
open‑source agents
tool use
Step 3.5 Flash
Pass@3
AI benchmark
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