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Voice-Controlled Local AI Agent

Voice-Controlled Local AI Agent

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5 min read
How the itrstats tax assistant works: one query, every layer

How the itrstats tax assistant works: one query, every layer

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10 min read
How I Track Claude, Codex, and Gemini Quotas from One Script

How I Track Claude, Codex, and Gemini Quotas from One Script

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6 min read
I Was About to Rewrite My Chat Router. The Bug Was Two Lines in a Prompt.

Marketing copy mistaken for product catalogs

I Was About to Rewrite My Chat Router. The Bug Was Two Lines in a Prompt.

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7 min read
Chronicle: Rethinking Codebase Context for AI Coding Agents

Chronicle: Rethinking Codebase Context for AI Coding Agents

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4 min read
Why MTP doesn't speed up your llama.cpp inference (and how to actually fix it)

Why MTP doesn't speed up your llama.cpp inference (and how to actually fix it)

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5 min read
LLM Benchmark Rankings 2026: 15 Models Tested on 38 Real Coding Tasks

LLM Benchmark Rankings 2026: 15 Models Tested on 38 Real Coding Tasks

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28 min read
Building a Voice-Controlled AI Agent using AssemblyAI and Groq

Building a Voice-Controlled AI Agent using AssemblyAI and Groq

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3 min read
The Shai-Hulud Worm Is Now Open Source — Here's How to Stop Self-Replicating Prompts Before They Reach Your LLM

The Shai-Hulud Worm Is Now Open Source — Here's How to Stop Self-Replicating Prompts Before They Reach Your LLM

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4 min read
I Built a Debugger for LLM Agents — Here's Why "Observability" Wasn't Enough

I Built a Debugger for LLM Agents — Here's Why "Observability" Wasn't Enough

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2 min read
Building KernelMind Part 2: Hybrid Retrieval, Reranking, and Actually Retrieving Useful Code

Building KernelMind Part 2: Hybrid Retrieval, Reranking, and Actually Retrieving Useful Code

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5 min read
Brazilian Lawyers Fined R$84,000 for Prompt Injection in Court — Here's What Caught Them (and What Didn't)

Brazilian Lawyers Fined R$84,000 for Prompt Injection in Court — Here's What Caught Them (and What Didn't)

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5 min read
A CLI tool to score fine-tuning dataset quality before training starts

A CLI tool to score fine-tuning dataset quality before training starts

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3 min read
You Probably Don't Need a Custom Agent

You Probably Don't Need a Custom Agent

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3 min read
Stop Blaming Your Prompts. It’s the Architecture, Stup1d!

Stop Blaming Your Prompts. It’s the Architecture, Stup1d!

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2 min read
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