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A Frontier Model Goes Dark: AI Week of June 16, 2026

A Frontier Model Goes Dark: AI Week of June 16, 2026

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23 min read
AI Evals, Part 3: Golden Datasets That Dont Lie

AI Evals, Part 3: Golden Datasets That Dont Lie

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5 min read
Agent Architecture Is a Compute Allocation Problem: The Advisor Strategy, Cost-Curve Frame Recursed

Agent Architecture Is a Compute Allocation Problem: The Advisor Strategy, Cost-Curve Frame Recursed

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17 min read
Can You Tell When an LLM API Swaps in a Cheaper Model?

Can You Tell When an LLM API Swaps in a Cheaper Model?

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3 min read
Serving any LLM using a single command line with Flama

Serving any LLM using a single command line with Flama

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9 min read
VoxCPM2 TTS, AI Cost Optimization, and HF Hub CLI for Open Models

VoxCPM2 TTS, AI Cost Optimization, and HF Hub CLI for Open Models

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4 min read
Email Triage Taxonomies for LLM Classification

Email Triage Taxonomies for LLM Classification

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5 min read
Stop letting the prompt be your state machine

Stop letting the prompt be your state machine

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5 min read
Building an MCP server in production: lessons from 2,300 npm downloads

Building an MCP server in production: lessons from 2,300 npm downloads

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5 min read
HyDE: The RAG Trick Where You Answer the Question BEFORE You Search

HyDE: The RAG Trick Where You Answer the Question BEFORE You Search

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2 min read
Compact LLM chat history without LangChain (zero dependencies)

Compact LLM chat history without LangChain (zero dependencies)

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2 min read
Your AI agent is a stack of files. muster 1.0.0 tests all of them.

Your AI agent is a stack of files. muster 1.0.0 tests all of them.

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4 min read
Small Models, Great Tools: The Engineering Behind a Local AI Agent in Production

Small Models, Great Tools: The Engineering Behind a Local AI Agent in Production

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7 min read
Fable 5 Banned: What Happens When Your AI Governance Lives Inside the Model

Fable 5 Banned: What Happens When Your AI Governance Lives Inside the Model

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7 min read
Stop hand-picking an LLM per request: a practical case for auto-routing

Stop hand-picking an LLM per request: a practical case for auto-routing

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3 min read
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