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Self-Hosting a Terminal AI Coding Assistant (Ollama + Tailscale + Qwen Code)

Self-Hosting a Terminal AI Coding Assistant (Ollama + Tailscale + Qwen Code)

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5 min read
Context Hydration: When Memory Becomes Voice

Context Hydration: When Memory Becomes Voice

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4 min read
Claude Code Subagents: Setup, Config, and When to Use Them

Claude Code Subagents: Setup, Config, and When to Use Them

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11 min read
Building AI Skills: GitHub Copilot Extensions, Claude Tools, and Reusable Agent Capabilities

Building AI Skills: GitHub Copilot Extensions, Claude Tools, and Reusable Agent Capabilities

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12 min read
Your AI Remembers Everything and Trusts All of It

Focuses on the economics of forgetting

Your AI Remembers Everything and Trusts All of It

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11 min read
When Your Judge Can't Decide

When Your Judge Can't Decide

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10 min read
From Joint State-Transition Prediction to Language: A Minimal Predictive Hypothesis of Intelligence

From Joint State-Transition Prediction to Language: A Minimal Predictive Hypothesis of Intelligence

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10 min read
Score Coding Models With a 60-Line Harness Before You Spend a Cent

Score Coding Models With a 60-Line Harness Before You Spend a Cent

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5 min read
My Tool-Calling Loop Worked Fine, Until Compliance Wanted a Second Model to Check It

My Tool-Calling Loop Worked Fine, Until Compliance Wanted a Second Model to Check It

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Comments 1
4 min read
What I learned trying to benchmark local LLMs honestly

What I learned trying to benchmark local LLMs honestly

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4 min read
With Context Windows This Large, Why Do We Still Need Memory?

With Context Windows This Large, Why Do We Still Need Memory?

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5 min read
Skyl v1.0.0 Is Now Stable — A Go Library Connecting Developers to 400+ AI Models Through One Unified Interface

Skyl v1.0.0 Is Now Stable — A Go Library Connecting Developers to 400+ AI Models Through One Unified Interface

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2 min read
Claude Code Just Landed, A CLI Agent That Edits Through Your Terminal

Claude Code Just Landed, A CLI Agent That Edits Through Your Terminal

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3 min read
Should Perplexity Be My Seventh Deep-Research Agent?

Should Perplexity Be My Seventh Deep-Research Agent?

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2 min read
RAG vs MAG: Two Paths to Smarter AI Memory

RAG vs MAG: Two Paths to Smarter AI Memory

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3 min read
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