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Google Releases Gemma 4 12B: Encoder-Free Multimodal Projection

Google Releases Gemma 4 12B: Encoder-Free Multimodal Projection

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6 min read
RLAIF Is Eating RLHF — Here Are the Four Places Human Feedback Still Wins

RLAIF Is Eating RLHF — Here Are the Four Places Human Feedback Still Wins

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6 min read
kinako-llama-cpp : 2. Why Corporate Security Rules Kill Local LLMs, and How 'kinako' Saves Lonely IT Departments

kinako-llama-cpp : 2. Why Corporate Security Rules Kill Local LLMs, and How 'kinako' Saves Lonely IT Departments

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5 min read
Bypassing the OS to Run LLMs: What I Learned Building a Firmware-Centric Runtime

Bypassing the OS to Run LLMs: What I Learned Building a Firmware-Centric Runtime

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5 min read
Your MCP Server's Client Is a Language Model. Write the Contract Like You Mean It

Your MCP Server's Client Is a Language Model. Write the Contract Like You Mean It

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4 min read
Stop Feeding Your AI Agent Massive i18n Files: Use MCP Instead

Stop Feeding Your AI Agent Massive i18n Files: Use MCP Instead

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5 min read
Your LLM prompt doesn't fit? Pack it by priority (zero dependencies)

Your LLM prompt doesn't fit? Pack it by priority (zero dependencies)

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3 min read
Graceful Degradation Is Not a Feature. It's the Architecture.

Graceful Degradation Is Not a Feature. It's the Architecture.

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3 min read
Over-editing is a token tax: GPT-5.4 ships 6.5x more diff per fix than Claude Opus 4.6, and your bill notices

Over-editing is a token tax: GPT-5.4 ships 6.5x more diff per fix than Claude Opus 4.6, and your bill notices

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2 min read
How I Tested 5 Small LLMs on a Weak PC (Intel i5, No GPU) – And Found a Winner

How I Tested 5 Small LLMs on a Weak PC (Intel i5, No GPU) – And Found a Winner

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6 min read
Local Inference Powers Browser Sign Language, Open-Source Agent Infra, & AI Engineering Guides

Local Inference Powers Browser Sign Language, Open-Source Agent Infra, & AI Engineering Guides

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3 min read
🚀 Why Enterprise Knowledge Systems Are Still Broken (And How We Fixed It with an AI Copilot)

🚀 Why Enterprise Knowledge Systems Are Still Broken (And How We Fixed It with an AI Copilot)

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3 min read
Cursor's compression isn't a bug. It's how it works.

Cursor's compression isn't a bug. It's how it works.

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9 min read
Bounded retries for agent tool calls: the budget that stopped our infinite-loop incidents

Bounded retries for agent tool calls: the budget that stopped our infinite-loop incidents

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2 min read
AI Is No Longer a Luxury. It's a Workspace Necessity.

AI Is No Longer a Luxury. It's a Workspace Necessity.

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1 min read
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