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# llm

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When does a difference engine become a search for truth?
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When does a difference engine become a search for truth?

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3 min read
I Benchmarked 7 LLMs on Cross-Domain MCP Orchestration. All 7 Found the Same Gap.

I Benchmarked 7 LLMs on Cross-Domain MCP Orchestration. All 7 Found the Same Gap.

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3 min read
Most of your Claude Code agents don't need Sonnet
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Most of your Claude Code agents don't need Sonnet

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5 min read
What Happens When AI Agents Hallucinate? The boring part is the checkpoint.

What Happens When AI Agents Hallucinate? The boring part is the checkpoint.

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4 min read
NVIDIA AI Releases Nemotron-Terminal: A Systematic Data Engineering Pipeline for Scaling LLM Terminal Agents
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NVIDIA AI Releases Nemotron-Terminal: A Systematic Data Engineering Pipeline for Scaling LLM Terminal Agents

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4 min read
NVIDIA AI Releases Nemotron-Terminal: A Systematic Data Engineering Pipeline for Scaling LLM Terminal Agents
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NVIDIA AI Releases Nemotron-Terminal: A Systematic Data Engineering Pipeline for Scaling LLM Terminal Agents

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4 min read
Data Agents Finally Get Real: DAComp & DP-Bench Crush the "erfect Query" Myth
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Data Agents Finally Get Real: DAComp & DP-Bench Crush the "erfect Query" Myth

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3 min read
LLM Model Names Decoded: A Developer's Guide to Parameters, Quantization & Formats
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LLM Model Names Decoded: A Developer's Guide to Parameters, Quantization & Formats

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18 min read
Stop Putting Best Practices in Skills

Stop Putting Best Practices in Skills

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16 min read
Why Do Local AI Agents Forget You?
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Why Do Local AI Agents Forget You?

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6 min read
Adding Authentication and Remote Support to a Local MCP Server
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Adding Authentication and Remote Support to a Local MCP Server

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17 min read
Build an eval harness for 184 AI agent prompts with promptfoo

Build an eval harness for 184 AI agent prompts with promptfoo

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8 min read
Hermes AI Assistant - Install, Setup, Workflow, and Troubleshooting

Hermes AI Assistant - Install, Setup, Workflow, and Troubleshooting

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7 min read
Chapter 4. How to Use — Sub Agents

Chapter 4. How to Use — Sub Agents

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5 min read
~21 tok/s Gemma 4 on a Ryzen mini PC: llama.cpp, Vulkan, and the messy truth about local chat

~21 tok/s Gemma 4 on a Ryzen mini PC: llama.cpp, Vulkan, and the messy truth about local chat

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43 min read
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