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Local-First Agentsview, Raspberry Pi Agent Deployment, Unified AI Suite

Local-First Agentsview, Raspberry Pi Agent Deployment, Unified AI Suite

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3 min read
Our few-shot examples came from the eval set. The 0.94 was fiction.

Our few-shot examples came from the eval set. The 0.94 was fiction.

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13 min read
The Direction of AI in 2026: Performance, Cost, and the End of One Model for Everything

The Direction of AI in 2026: Performance, Cost, and the End of One Model for Everything

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24 min read
The eye corrects the ear: fixing my LLM's video hallucinations with OCR and a VAD gate

The eye corrects the ear: fixing my LLM's video hallucinations with OCR and a VAD gate

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2 min read
The Source-of-Truth Problem Every Enterprise AI Team Faces

The Source-of-Truth Problem Every Enterprise AI Team Faces

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3 min read
Anthropic Was Right About One Thing: Broad Safety Decisions Are Dangerous

Anthropic Was Right About One Thing: Broad Safety Decisions Are Dangerous

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42 min read
Context Compression Before the LLM: Cutting Tokens Without Cutting Recall

Context Compression Before the LLM: Cutting Tokens Without Cutting Recall

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6 min read
Setting Up a Local AI Coding Agent with Ollama and Aider (part 3)

Setting Up a Local AI Coding Agent with Ollama and Aider (part 3)

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5 min read
3 months, ÂĄ0 revenue: a field worker owns our shop, AI operates most of it. Here is everything. Tell us what we are missing.

3 months, ÂĄ0 revenue: a field worker owns our shop, AI operates most of it. Here is everything. Tell us what we are missing.

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5 min read
My AI System Logged 35,669 LLM Calls. It Still Couldn’t Tell Me What They Cost.

My AI System Logged 35,669 LLM Calls. It Still Couldn’t Tell Me What They Cost.

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7 min read
# GraphRAG: The End-to-End Guide to Reducing Hallucination and Automating Complex Workflows

# GraphRAG: The End-to-End Guide to Reducing Hallucination and Automating Complex Workflows

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15 min read
I almost burned ₹4,000 on Claude API overnight — so I built llm-cost-guard

I almost burned ₹4,000 on Claude API overnight — so I built llm-cost-guard

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3 min read
I Built an AI Agent Pipeline That Processes 10,000+ Jobs Daily. Here’s What Almost Broke It

I Built an AI Agent Pipeline That Processes 10,000+ Jobs Daily. Here’s What Almost Broke It

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5 min read
Metadata Filtering Before Vector Search: The Recall Win Nobody Measures

Metadata Filtering Before Vector Search: The Recall Win Nobody Measures

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7 min read
MCP na prática: Tools, Resources e quando usar cada um

MCP na prática: Tools, Resources e quando usar cada um

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9 min read
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