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# llm

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Meta's New Model Has 16 Tools. Here's What They Do.

Meta's New Model Has 16 Tools. Here's What They Do.

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3 min read
I built a Multi-Model AI Router to end "Claude-Loyalty" (and I need you to break it)

I built a Multi-Model AI Router to end "Claude-Loyalty" (and I need you to break it)

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

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

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3 min read
The Operating System of Thinking: Why Agents Need an Internal Layer of Stability

The Operating System of Thinking: Why Agents Need an Internal Layer of Stability

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4 min read
15 Architecture Experiments: Training a GPT-2 Style Model on Vast.ai for $10

15 Architecture Experiments: Training a GPT-2 Style Model on Vast.ai for $10

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

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

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9 min read
We Launched Omen Founder App on Streamlit Community

We Launched Omen Founder App on Streamlit Community

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2 min read
Code Mode: Batching MCP Tool Calls in a WASM Sandbox to Cut LLM Token Usage by 30-80%

Code Mode: Batching MCP Tool Calls in a WASM Sandbox to Cut LLM Token Usage by 30-80%

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

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
I built a validation pipeline that blocks AI-generated files from reaching disk if they fail schema checks

I built a validation pipeline that blocks AI-generated files from reaching disk if they fail schema checks

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2 min read
How to Train Custom Language Models: Fine-Tuning vs Training From Scratch (2026)

How to Train Custom Language Models: Fine-Tuning vs Training From Scratch (2026)

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19 min read
When Claude Acts Like a Clod: Catching AI Fabrications: A QA Engineer’s Field Notes

When Claude Acts Like a Clod: Catching AI Fabrications: A QA Engineer’s Field Notes

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3 min read
"Parenting" a Language Model

"Parenting" a Language Model

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4 min read
OrcBot's Self-Training Sidecar: How to Improve an AI Agent Without Letting It Rewrite Itself Live

OrcBot's Self-Training Sidecar: How to Improve an AI Agent Without Letting It Rewrite Itself Live

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6 min read
I Benchmarked the Viral "Caveman" Prompt to Save LLM Tokens. Then My 6-Line Version Beat It.

I Benchmarked the Viral "Caveman" Prompt to Save LLM Tokens. Then My 6-Line Version Beat It.

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5 min read
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