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️🎞️ What is native multimodality?

️🎞️ What is native multimodality?

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1 min read
Why Your 19.5GB LLM Crawls on 24GB VRAM (The KV Cache Fix)

Why Your 19.5GB LLM Crawls on 24GB VRAM (The KV Cache Fix)

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7 min read
Claude Sonnet 4.5 retires on 30 November: find it in your code

Claude Sonnet 4.5 retires on 30 November: find it in your code

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1 min read
claude-mem Hands-On: Persistent Memory for AI Coding Agents Across Sessions

claude-mem Hands-On: Persistent Memory for AI Coding Agents Across Sessions

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9 min read
Claude Code Removed from Anthropic’s Pro Plan. And It Reveals a Bigger AI Pricing Problem

Claude Code Removed from Anthropic’s Pro Plan. And It Reveals a Bigger AI Pricing Problem

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9 min read
What is an AI gateway, and what makes one European? OpenRouter vs Opper

What is an AI gateway, and what makes one European? OpenRouter vs Opper

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4 min read
I Tested Three Claude Reasoning Effort Policies on 20 of My Own Bug Fixes

I Tested Three Claude Reasoning Effort Policies on 20 of My Own Bug Fixes

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6 min read
Why AI Fails in the Real World: The Mandatory Constraint Protocol (SSAP Card 00)

Why AI Fails in the Real World: The Mandatory Constraint Protocol (SSAP Card 00)

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3 min read
Run Arete-27B (Re-Trained Qwen3.8-27B) on a 16GB GPU: Complete Local Vision & 256K Context Deployment Guide with llama.cpp GGUF

Run Arete-27B (Re-Trained Qwen3.8-27B) on a 16GB GPU: Complete Local Vision & 256K Context Deployment Guide with llama.cpp GGUF

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11 min read
How do you handle context degradation when chaining multiple tools in an AI Agent?

How do you handle context degradation when chaining multiple tools in an AI Agent?

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1 min read
We Benchmarked Our Extraction Pipeline Four Ways. The Obvious Knobs Lied.

We Benchmarked Our Extraction Pipeline Four Ways. The Obvious Knobs Lied.

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10 min read
OpenAI Just Shipped AI Agents That Hack Your App and Then Fix It

OpenAI Just Shipped AI Agents That Hack Your App and Then Fix It

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5 min read
AI-Native SDLC: The Agency Reality Check

AI-Native SDLC: The Agency Reality Check

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10 min read
My LLM judge failed "Paris." as the capital of France. The rubric was grading the wrong thing.

My LLM judge failed "Paris." as the capital of France. The rubric was grading the wrong thing.

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6 min read
What Five Months of AI Code Review Actually Found

What Five Months of AI Code Review Actually Found

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5 min read
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