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The LLM Code Bugs Nobody Talks About

The LLM Code Bugs Nobody Talks About

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3 min read
I Tested Privacy-Aware Routing with 4 AI Agents: What Actually Stayed Local

I Tested Privacy-Aware Routing with 4 AI Agents: What Actually Stayed Local

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4 min read
Tools, Trade-offs, and Trust in Modern AI Development

Tools, Trade-offs, and Trust in Modern AI Development

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2 min read
Agent Series (13): Agent Security and Defense — Prompt Injection, Tool Abuse, and Data Leakage

Agent Series (13): Agent Security and Defense — Prompt Injection, Tool Abuse, and Data Leakage

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6 min read
Why AI Code Assistants Waste Context — and How RAG Fixes It

Why AI Code Assistants Waste Context — and How RAG Fixes It

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18 min read
my hackathon submission

my hackathon submission

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2 min read
You're Not Building an AI Agent. You're Building a Very Expensive Chatbot.

You're Not Building an AI Agent. You're Building a Very Expensive Chatbot.

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5 min read
Guaranteed JSON Every Time: Using Claude's Structured Outputs with JSON Schema

Guaranteed JSON Every Time: Using Claude's Structured Outputs with JSON Schema

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5 min read
Ollama v0.30.0, Qwen3.5 35B, & 1-bit Multimodal AI on WebGPU

Ollama v0.30.0, Qwen3.5 35B, & 1-bit Multimodal AI on WebGPU

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3 min read
Why GEO is the New Technical SEO: A Guide for Developers

Why GEO is the New Technical SEO: A Guide for Developers

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2 min read
I expected the cheaper model to be cheaper. It cost 8.6 more.

Reasoning tokens as a hidden cost factor

I expected the cheaper model to be cheaper. It cost 8.6 more.

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3 min read
Why similarity matters more than exact matches in LLM systems

Why similarity matters more than exact matches in LLM systems

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3 min read
29/60 Days System Design Questions

29/60 Days System Design Questions

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1 min read
Google's I/O 2024 announcements just reset the AI developer stack

Google's I/O 2024 announcements just reset the AI developer stack

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3 min read
Chaos testing your CI runner fleet when half the jobs call an LLM

Chaos testing your CI runner fleet when half the jobs call an LLM

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4 min read
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