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Running LLMs On-Device in Android: GGUF Models, NNAPI, and the Real Performance Tradeoffs

Running LLMs On-Device in Android: GGUF Models, NNAPI, and the Real Performance Tradeoffs

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4 min read
Building a Declarative JSON Extraction Engine with Python’s Annotated Types, jq and Pydantic

Building a Declarative JSON Extraction Engine with Python’s Annotated Types, jq and Pydantic

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5 min read
The Escalation Rule: The One Config Change That Made Our Agents Actually Useful

The Escalation Rule: The One Config Change That Made Our Agents Actually Useful

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2 min read
The Context Loading Order: The Hidden Variable That Controls Your AI Agent's Behavior

The Context Loading Order: The Hidden Variable That Controls Your AI Agent's Behavior

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2 min read
How to Set Up MCP Servers in Cursor IDE: Complete Guide 2026

How to Set Up MCP Servers in Cursor IDE: Complete Guide 2026

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8 min read
The SOUL.md Pattern: How to Give Your AI Agent a Behavioral Constitution

The SOUL.md Pattern: How to Give Your AI Agent a Behavioral Constitution

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3 min read
Minimum Add to Make Parentheses Valid Coding Problem

Minimum Add to Make Parentheses Valid Coding Problem

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2 min read
Day 35 of #100DaysOfCode — Data Validation

Day 35 of #100DaysOfCode — Data Validation

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3 min read
Solved: Why does every email builder still feel so slow?

Solved: Why does every email builder still feel so slow?

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5 min read
I Built a Portable AI Memory Layer with MCP, AWS Bedrock, and a Chrome Extension

I Built a Portable AI Memory Layer with MCP, AWS Bedrock, and a Chrome Extension

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7 min read
Human Code Review Is Not the Last Frontier

Human Code Review Is Not the Last Frontier

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5 min read
Code Was Always the Easy Part

Code Was Always the Easy Part

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7 min read
Pointer in C++

Pointer in C++

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3 min read
The 'AI Can't Do That' Conversation I Keep Having

The 'AI Can't Do That' Conversation I Keep Having

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4 min read
Why Instagram Adds "AI Info" to Your Photos (and a way to fix it in the browser)

Why Instagram Adds "AI Info" to Your Photos (and a way to fix it in the browser)

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1 min read
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