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Your Agent Has Observability. It Doesn't Have Evals.
Jason Lau
Jason Lau
Jason Lau
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Sep 24
Your Agent Has Observability. It Doesn't Have Evals.
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agents
#
observability
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evaluation
#
llm
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10 min read
Cosine Gating Won't Save You From Sycophancy: A Self-Refutation Observed by Three Judges
Modusensus
Modusensus
Modusensus
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Sep 25
Cosine Gating Won't Save You From Sycophancy: A Self-Refutation Observed by Three Judges
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ai
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oss
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evaluation
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llm
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5 min read
My local 7B thinks "kill a Python process" is a violent crime — and my regex beat it
Amirul Cyber
Amirul Cyber
Amirul Cyber
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Sep 17
My local 7B thinks "kill a Python process" is a violent crime — and my regex beat it
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ai
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security
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evaluation
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llm
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4 min read
RAG Evaluation 2026: The Four Core Metrics and How to Read Them Diagnostically
saaro
saaro
saaro
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Sep 17
RAG Evaluation 2026: The Four Core Metrics and How to Read Them Diagnostically
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rag
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ai
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evaluation
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metrics
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4 min read
Using Execution Traces to Evaluate AI Agent Behavior
Quantiles.io
Quantiles.io
Quantiles.io
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Sep 17
Using Execution Traces to Evaluate AI Agent Behavior
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ai
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opensource
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evaluation
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5 min read
Green Scores Without a Pinned Harness Are Screenshots
Igor Eduardo
Igor Eduardo
Igor Eduardo
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Sep 28
Green Scores Without a Pinned Harness Are Screenshots
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evaluation
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rag
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ai
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llm
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4 min read
AI Agent Evaluation End to End: How the LFORLA Drone Build Benchmark Scores Planning, Sourcing, and Assembly
RESK
RESK
RESK
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Sep 28
AI Agent Evaluation End to End: How the LFORLA Drone Build Benchmark Scores Planning, Sourcing, and Assembly
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ai
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benchmark
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agents
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evaluation
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4 min read
7 Agent Eval Mistakes That Cost Me Weeks (And the One-Line Fixes That Ended Them)
Debashish Ghosal
Debashish Ghosal
Debashish Ghosal
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Sep 24
7 Agent Eval Mistakes That Cost Me Weeks (And the One-Line Fixes That Ended Them)
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ai
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evaluation
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llm
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programming
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5 min read
El modelo encontró evidencia relevante y aun asà falló: por qué “alucinación” se me quedó corta
Cristian Gormaz
Cristian Gormaz
Cristian Gormaz
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Sep 7
El modelo encontró evidencia relevante y aun asà falló: por qué “alucinación” se me quedó corta
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ai
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testing
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llm
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evaluation
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4 min read
The benchmark that disproved its own result
the kilted dev
the kilted dev
the kilted dev
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Sep 10
The benchmark that disproved its own result
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localmodels
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llm
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evaluation
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buildinpublic
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6 min read
How to Evaluate AI Agents
Quantiles.io
Quantiles.io
Quantiles.io
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Sep 4
How to Evaluate AI Agents
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ai
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agentskills
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agents
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evaluation
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7 min read
JuryTrace: make agent-judge failures inspectable
Ama Senevirathne
Ama Senevirathne
Ama Senevirathne
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Sep 5
JuryTrace: make agent-judge failures inspectable
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ai
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llm
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evaluation
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python
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4 min read
My board never scored an outage as a regression. My evidence couldn't prove it.
Erik Hill
Erik Hill
Erik Hill
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Aug 31
My board never scored an outage as a regression. My evidence couldn't prove it.
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evaluation
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testing
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llm
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opensource
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5 min read
We spent two days bisecting a prompt change. The regression was noise.
Muhammad Waqas
Muhammad Waqas
Muhammad Waqas
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Aug 30
We spent two days bisecting a prompt change. The regression was noise.
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mlops
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regression
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evaluation
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agents
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1 min read
Nineteen of twenty patched the symptom
JaviMaligno
JaviMaligno
JaviMaligno
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Sep 11
Nineteen of twenty patched the symptom
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ai
#
agents
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evaluation
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research
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2
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9 min read
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