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A 1.5MB Local LLM Manager That Turns llama.cpp Into a Complete Desktop AI Workstation

A 1.5MB Local LLM Manager That Turns llama.cpp Into a Complete Desktop AI Workstation

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10 min read
How Many LLM Agents Does It Take to Screw In a Lightbulb?

How Many LLM Agents Does It Take to Screw In a Lightbulb?

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6 min read
Multi-Agent Orchestration with LangGraph: Patterns and Pitfalls

Multi-Agent Orchestration with LangGraph: Patterns and Pitfalls

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4 min read
How AI Is Changing the Life of Software Engineers

How AI Is Changing the Life of Software Engineers

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6 min read
Strata: Running a 125-Billion-Parameter Model on Your Own Gaming PC

Strata: Running a 125-Billion-Parameter Model on Your Own Gaming PC

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2 min read
Why LLM Agent Token Costs Are Hard to Attribute, and What Telemetry Design Can Do About It

Why LLM Agent Token Costs Are Hard to Attribute, and What Telemetry Design Can Do About It

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3 min read
One Extension, Five Browsers, Zero Malicious Code: The Agent Hijack Nobody Priced In

One Extension, Five Browsers, Zero Malicious Code: The Agent Hijack Nobody Priced In

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3 min read
7 Best Model Routing Tools for Cutting Inference Cost in 2026

7 Best Model Routing Tools for Cutting Inference Cost in 2026

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15 min read
How I contain prompt injection in a production LLM feature

How I contain prompt injection in a production LLM feature

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3 min read
LLM-as-Judge: Auto‑Annotate & Triage AI Failures

LLM-as-Judge: Auto‑Annotate & Triage AI Failures

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4 min read
Orchestrating Sub-Agents for Cost-Efficient Engineering

Orchestrating Sub-Agents for Cost-Efficient Engineering

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4 min read
30 of 37 games ended in repetition: what small LLMs do in chess when they don't know what to do

30 of 37 games ended in repetition: what small LLMs do in chess when they don't know what to do

Comments 1
3 min read
I gave my coding agents a duty of care, then tested whether it did anything

I gave my coding agents a duty of care, then tested whether it did anything

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4 min read
It agreed with the reference 100% of the time. It was right 75% of the time.

It agreed with the reference 100% of the time. It was right 75% of the time.

Comments 3
2 min read
llama.cpp vs Ollama — which one should you run?

llama.cpp vs Ollama — which one should you run?

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Comments 2
5 min read
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