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Turn Agent Tool Calls Into Run Receipts

Turn Agent Tool Calls Into Run Receipts

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4 min read
Free Tokens Are a Queue, Not a Wallet

Free Tokens Are a Queue, Not a Wallet

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5 min read
Trace First, Blame Later: A Debug Loop for Failing Agent Runs

Trace First, Blame Later: A Debug Loop for Failing Agent Runs

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5 min read
The Review Gate: Filtering AI Code Before You Read It

The Review Gate: Filtering AI Code Before You Read It

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4 min read
Golden Cases Catch Silent Regressions: A Minimal Eval Harness for AI C++ Patches

Golden Cases Catch Silent Regressions: A Minimal Eval Harness for AI C++ Patches

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6 min read
How I Cut a Client's AI API Bill from Rs 85,000 to Rs 12,000 a Month

How I Cut a Client's AI API Bill from Rs 85,000 to Rs 12,000 a Month

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3 min read
A Free Tier Benchmark Needs a Test Set, Not a Screenshot

A Free Tier Benchmark Needs a Test Set, Not a Screenshot

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6 min read
Your Keep-Alive Is Lying to You: Six Connection Myths I Measured on a Free Model Server

Your Keep-Alive Is Lying to You: Six Connection Myths I Measured on a Free Model Server

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5 min read
Building an AI Fairy Tale Generator with JavaScript, PowerShell, .NET, and Local Ollama (AdvantageBuilder Demo)

Building an AI Fairy Tale Generator with JavaScript, PowerShell, .NET, and Local Ollama (AdvantageBuilder Demo)

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2 min read
The LLM Isn't Your Attacker. Your eval() Statement Is.

The LLM Isn't Your Attacker. Your eval() Statement Is.

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4 min read
Is “Please double-check before use” an honest safety boundary?

Is “Please double-check before use” an honest safety boundary?

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2 min read
Your Security Scanner Has a Blind Spot: Streaming

Your Security Scanner Has a Blind Spot: Streaming

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5 min read
Your local LLM app needs guardrails before it needs prompts

Your local LLM app needs guardrails before it needs prompts

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2 min read
RAG Chunking Explained: How to Choose the Right Chunk Size and Strategy

RAG Chunking Explained: How to Choose the Right Chunk Size and Strategy

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13 min read
MULTIPITA: Reorganizing Compute Without Compressing Identity

MULTIPITA: Reorganizing Compute Without Compressing Identity

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1 min read
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