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What If the Model Knows It's Being Tested?

What If the Model Knows It's Being Tested?

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7 min read
Driving vs. delegating: I timed two ways of pairing with AI

Driving vs. delegating: I timed two ways of pairing with AI

Comments 4
8 min read
Mem0 Memory Layer: 5 Hidden Uses of the 60K-Star Agent Memory Engine

Mem0 Memory Layer: 5 Hidden Uses of the 60K-Star Agent Memory Engine

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7 min read
Why your AI agent is flaky — and 7 rules that make it reliable

Why your AI agent is flaky — and 7 rules that make it reliable

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4 min read
Emergent Properties and Abilities of LLMs

Emergent Properties and Abilities of LLMs

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10 min read
Your hallucination checker only sees the final paragraph

Your hallucination checker only sees the final paragraph

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3 min read
Your AI Subagents Are Lying to You: 4 Silent Failure Modes

Grep checks expose phantom completions

Your AI Subagents Are Lying to You: 4 Silent Failure Modes

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4 min read
Context Compression Strategies in Solon Agents: KeyInfo, Hierarchical, Vector Archive, Composite

Context Compression Strategies in Solon Agents: KeyInfo, Hierarchical, Vector Archive, Composite

Comments 3
5 min read
Agents Are Learning to Write Their Own SKILL.md Files

Agents Are Learning to Write Their Own SKILL.md Files

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7 min read
We built a router to predict when a cheap model is enough. It does not work.

We built a router to predict when a cheap model is enough. It does not work.

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4 min read
Do AI Agents Need to Sleep? I Built One That Does

Do AI Agents Need to Sleep? I Built One That Does

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4 min read
Our few-shot examples came from the eval set. The 0.94 was fiction.

Our few-shot examples came from the eval set. The 0.94 was fiction.

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13 min read
Spring AI Token Usage: Measure Cost Before You Pick a Model — LLM Cost Control 1/4

Spring AI Token Usage: Measure Cost Before You Pick a Model — LLM Cost Control 1/4

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7 min read
Polling Agents in AI Assistants: 11 Implementation Patterns

Polling Agents in AI Assistants: 11 Implementation Patterns

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19 min read
A Few More Months with Claude — Some Scattered Thoughts (Bite-size Article)

A Few More Months with Claude — Some Scattered Thoughts (Bite-size Article)

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4 min read
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