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I built an interactive 11-chapter guide to how LLM inference actually works

I built an interactive 11-chapter guide to how LLM inference actually works

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2 min read
I Built a Web Page Summarizer with AI (and Why You Might Not Want To)

I Built a Web Page Summarizer with AI (and Why You Might Not Want To)

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4 min read
I built a job application assistant. The interesting part is what it refuses to do.

I built a job application assistant. The interesting part is what it refuses to do.

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6 min read
My AI agents kept re-verifying work they'd already verified, so I gave them a memory for trust

My AI agents kept re-verifying work they'd already verified, so I gave them a memory for trust

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3 min read
Fix Untagged AWS Resources Automatically with Python and Boto3

Fix Untagged AWS Resources Automatically with Python and Boto3

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10 min read
How I Built a Password Strength & Breach Check API with FastAPI and HaveIBeenPwned

How I Built a Password Strength & Breach Check API with FastAPI and HaveIBeenPwned

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2 min read
Pytest - Mastering Pytest Fixtures

Pytest - Mastering Pytest Fixtures

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4 min read
From Documents to Intelligent Answers: Building a RAG Agent from Scratch & Lessons Learned

From Documents to Intelligent Answers: Building a RAG Agent from Scratch & Lessons Learned

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2 min read
I added a reranker to my RAG pipeline — it broke everything, then I fixed it

I added a reranker to my RAG pipeline — it broke everything, then I fixed it

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5 min read
I built an embedded scheduler in Rust because I was tired of adding Redis just to run a background job

I built an embedded scheduler in Rust because I was tired of adding Redis just to run a background job

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1 min read
A $47K Agent Loop: Add a Hard Spend-Cap in 40 Lines

A $47K Agent Loop: Add a Hard Spend-Cap in 40 Lines

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8 min read
The Brain reacts now

The Brain reacts now

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7 min read
After 2 Years with LangChain, I Discovered I've Been Testing AI Agent Memory All Wrong

After 2 Years with LangChain, I Discovered I've Been Testing AI Agent Memory All Wrong

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4 min read
About that 'your 997 says rejected but not why' problem...

About that 'your 997 says rejected but not why' problem...

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2 min read
You Don't Need Perfect Code - You Need a Safety Net That Talks Back

You Don't Need Perfect Code - You Need a Safety Net That Talks Back

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8 min read
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