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How We Use Gherkin, Envelopes, and Schemas to Shape Agent Behavior

How We Use Gherkin, Envelopes, and Schemas to Shape Agent Behavior

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7 min read
TurboQuant: How a Simple Spin Saves Gigabytes of GPU Memory
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TurboQuant: How a Simple Spin Saves Gigabytes of GPU Memory

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6 min read
Scion: el testbed de orquestación de agentes que Google acaba de open-sourcear
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Scion: el testbed de orquestación de agentes que Google acaba de open-sourcear

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9 min read
I Ran Three LLMs Entirely in the Browser to Power an AI Coaching Feature. Here's What I Measured.
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I Ran Three LLMs Entirely in the Browser to Power an AI Coaching Feature. Here's What I Measured.

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9 min read
Claude Code Leak: Why Every Developer Building AI Systems Should Be Paying Attention

Claude Code Leak: Why Every Developer Building AI Systems Should Be Paying Attention

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6 min read
AI Agents That Learn on the Job: Why On-the-Fly Evolution Changes Everything About Agent Architecture
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AI Agents That Learn on the Job: Why On-the-Fly Evolution Changes Everything About Agent Architecture

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3 min read
A Vector Database Is Not a RAG Pipeline -And Confusing the Two Will Cost You

A Vector Database Is Not a RAG Pipeline -And Confusing the Two Will Cost You

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7 min read
Getting Qwen and Gemma to play Zork (and why they get stuck in the maze)

Getting Qwen and Gemma to play Zork (and why they get stuck in the maze)

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7 min read
Your AI Agent Gets Dumber the More You Teach It. Skill Graphs Are the Fix.

Your AI Agent Gets Dumber the More You Teach It. Skill Graphs Are the Fix.

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3 min read
Prompt Injection Doesn't Come from Your Users
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Prompt Injection Doesn't Come from Your Users

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10 min read
Ollama, LM Studio, and GPT4All Are All Just llama.cpp — Here's Why Performance Still Differs

Ollama, LM Studio, and GPT4All Are All Just llama.cpp — Here's Why Performance Still Differs

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6 min read
Per-customer cost attribution without a proxy

Per-customer cost attribution without a proxy

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3 min read
Why Prompt-Based Agents Don’t Scale (and What We’re Trying Instead)

Why Prompt-Based Agents Don’t Scale (and What We’re Trying Instead)

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2 min read
Anthropic Just Did Something Unprecedented: They Kept a Model Because It Was Too Good at Hacking

Anthropic Just Did Something Unprecedented: They Kept a Model Because It Was Too Good at Hacking

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3 min read
GLM-5.1: The 754B Open Model That Writes Animated SVG

GLM-5.1: The 754B Open Model That Writes Animated SVG

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1 min read
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