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Building a "Subconscious Accelerator" for LLM Agents: VPU v10.13 on Intel Iris Xe

Building a "Subconscious Accelerator" for LLM Agents: VPU v10.13 on Intel Iris Xe

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6 min read
501B Stored, 23B Awake: What Reflection's Beam Means for Builders Who Self-Host

501B Stored, 23B Awake: What Reflection's Beam Means for Builders Who Self-Host

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2 min read
Chrome's Silent AI, AWS's Junior Staff Warning, and Agent Ethics

Chrome's Silent AI, AWS's Junior Staff Warning, and Agent Ethics

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2 min read
A do-nothing agent can pass your "must not call" tests

A do-nothing agent can pass your "must not call" tests

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6 min read
My Triton Kernel Ties bitsandbytes — and Both Lose to Math

My Triton Kernel Ties bitsandbytes — and Both Lose to Math

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4 min read
An AI Agent Programmed a Siemens S7-1500 Through an MCP Bridge — Here's the SCL and the Race Conditions It Caught

An AI Agent Programmed a Siemens S7-1500 Through an MCP Bridge — Here's the SCL and the Race Conditions It Caught

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9 min read
A Practical Pre-Launch Checklist for a RAG Chatbot

A Practical Pre-Launch Checklist for a RAG Chatbot

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3 min read
Claude Account Banned? Practical Alternatives and What to Do Next (2026)

Claude Account Banned? Practical Alternatives and What to Do Next (2026)

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2 min read
Should an AI Tutor Just Give You the Answer? I Tested It

Should an AI Tutor Just Give You the Answer? I Tested It

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6 min read
ZY-S1 Preview: fine-tuning a 1.18B HRM-Text model, built in India

ZY-S1 Preview: fine-tuning a 1.18B HRM-Text model, built in India

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1 min read
Building a Local-First Agent Platform Where the Vendor Is Never in the Middle

Building a Local-First Agent Platform Where the Vendor Is Never in the Middle

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7 min read
Five ways Claude prompt caching quietly breaks on Amazon Bedrock

Five ways Claude prompt caching quietly breaks on Amazon Bedrock

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7 min read
I audited my AI agent stack: 92,413 tokens burned before the first message

I audited my AI agent stack: 92,413 tokens burned before the first message

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2 min read
AI Agent System Prompt Template: The 5 Blocks That Matter

AI Agent System Prompt Template: The 5 Blocks That Matter

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6 min read
Sync Anthropic Client Blocked My asyncio Loop: Voice p95 Hit 11.4s

Sync Anthropic Client Blocked My asyncio Loop: Voice p95 Hit 11.4s

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7 min read
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