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Your local RAG isn't slow — it re-reads every document on every question

Your local RAG isn't slow — it re-reads every document on every question

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9 min read
LLMs on Consumer Hardware — Part 4: The Coordinator Search — Role-Casting and the Memory Wall

LLMs on Consumer Hardware — Part 4: The Coordinator Search — Role-Casting and the Memory Wall

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4 min read
LLMs on Consumer Hardware — Part 1: The Stack and First Benchmarks

LLMs on Consumer Hardware — Part 1: The Stack and First Benchmarks

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3 min read
LLMs on Consumer Hardware — Part 2: Prefill and the Failure of the AI PC

LLMs on Consumer Hardware — Part 2: Prefill and the Failure of the AI PC

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4 min read
LLMs on Consumer Hardware — Part 3: A Multi-Agent Setup with Hermes — Delegation and Early Failure Modes

LLMs on Consumer Hardware — Part 3: A Multi-Agent Setup with Hermes — Delegation and Early Failure Modes

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5 min read
What Actually Runs Well on a GTX 1080 Ti in 2026 (Measured)

What Actually Runs Well on a GTX 1080 Ti in 2026 (Measured)

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3 min read
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