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The AI Stack: A Practical Guide to Building Your Own Intelligent Applications

The AI Stack: A Practical Guide to Building Your Own Intelligent Applications

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5 min read
Long-Horizon Agents Are Here. Full Autopilot Isn't

Small tasks exposing fragile model loops

Long-Horizon Agents Are Here. Full Autopilot Isn't

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Comments 18
7 min read
How I Built a PII Tokenization Middleware to Keep Sensitive Data Out of LLM APIs

How I Built a PII Tokenization Middleware to Keep Sensitive Data Out of LLM APIs

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5 min read
Same Model, Different Environment, Different Results

Interface design shaping model reasoning

Same Model, Different Environment, Different Results

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Comments 9
9 min read
Utility is all you need

Utility is all you need

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Comments 2
8 min read
Exclusive: China's DeepSeek trained AI model on Nvidia's best chip despite US ban, official says - Reuters

Exclusive: China's DeepSeek trained AI model on Nvidia's best chip despite US ban, official says - Reuters

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6 min read
Text-to-SQL Failure Demo

Text-to-SQL Failure Demo

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6 min read
Why We Ditched Bedrock Agents for Nova Pro and Built a Custom Orchestrator

Why We Ditched Bedrock Agents for Nova Pro and Built a Custom Orchestrator

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7 min read
Why the E8 lattice is the perfect quantizer for KV caches

Why the E8 lattice is the perfect quantizer for KV caches

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2 min read
What Is Context Engineering and How to Apply It in Real Systems

What Is Context Engineering and How to Apply It in Real Systems

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6 min read
Local AI in 2026: Ollama Benchmarks, $0 Inference, and the End of Per-Token Pricing

Local AI in 2026: Ollama Benchmarks, $0 Inference, and the End of Per-Token Pricing

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6 min read
Google's Gemma 4 Explained: The Open-Source Agent Toolkit We've Been Waiting For

Google's Gemma 4 Explained: The Open-Source Agent Toolkit We've Been Waiting For

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3 min read
The 12 approaches I tested before finding one that works

The 12 approaches I tested before finding one that works

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5 min read
I Benchmarked 5 File Editing Strategies for AI Coding Agents. Here's What Actually Works.

I Benchmarked 5 File Editing Strategies for AI Coding Agents. Here's What Actually Works.

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2 min read
How I Built Persistent Memory for Claude Code

Uses all six Claude Code hooks

How I Built Persistent Memory for Claude Code

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Comments 32
9 min read
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