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EmbeddingGemma 2 on Cloud Run: an int8 CPU Service Against an NVIDIA L4

EmbeddingGemma 2 on Cloud Run: an int8 CPU Service Against an NVIDIA L4

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15 min read
Small Apache-2.0 Models Against Gemma 4 E2B on One TPU v5e: Which Ones Keep Up?

Small Apache-2.0 Models Against Gemma 4 E2B on One TPU v5e: Which Ones Keep Up?

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10 min read
Loop Engineering in the Harness: Autonomous, Self-Correcting Systems

Loop Engineering in the Harness: Autonomous, Self-Correcting Systems

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27 min read
Local embeddings with llamadart: how llamas share secrets

Local embeddings with llamadart: how llamas share secrets

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8 min read
Safe Autonomy in Kubernetes: Building AI Troubleshooting Agents with Google Cloud and Human-in-the-Loop Controls

Safe Autonomy in Kubernetes: Building AI Troubleshooting Agents with Google Cloud and Human-in-the-Loop Controls

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7 min read
If You Never Do Anything Else to Fix Your Prompts, Do This One Thing

Links 1986 linguistic theory to LLM hallucinations

If You Never Do Anything Else to Fix Your Prompts, Do This One Thing

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17 min read
What LLMs 'Know' That You Don't Know They Know: Stop Inventing Prompt DSLs and Ride 50 Years of Unix Pre-Training Gravity

Real utility execution beats text prompts

What LLMs 'Know' That You Don't Know They Know: Stop Inventing Prompt DSLs and Ride 50 Years of Unix Pre-Training Gravity

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22 min read
Universal Search MCP for Google Workspace with Claude Code

Universal Search MCP for Google Workspace with Claude Code

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12 min read
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