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Why Budget Alerts Never Stop Runaway LLM Spend

Why Budget Alerts Never Stop Runaway LLM Spend

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5 min read
Why I run speech-to-text locally instead of calling a cloud API

Why I run speech-to-text locally instead of calling a cloud API

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3 min read
I Fed My Messiest Bug Reports to a Free AI Triage Bot. Here's the Decision Table.

I Fed My Messiest Bug Reports to a Free AI Triage Bot. Here's the Decision Table.

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5 min read
okf-guard: A Security Layer for Open Knowledge Format (OKF) Pipelines

okf-guard: A Security Layer for Open Knowledge Format (OKF) Pipelines

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4 min read
A local RAG retriever in pure Python — no vector DB, no API key (with Whoosh)

A local RAG retriever in pure Python — no vector DB, no API key (with Whoosh)

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3 min read
Python Async Web Scraping: Scrape 1000 Pages in Seconds

Python Async Web Scraping: Scrape 1000 Pages in Seconds

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3 min read
I Trained a 6.4M-Parameter Transformer From Scratch to Talk About Recipes

I Trained a 6.4M-Parameter Transformer From Scratch to Talk About Recipes

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5 min read
I built an ML tool to catch technical debt. It immediately learned the wrong lesson.

I built an ML tool to catch technical debt. It immediately learned the wrong lesson.

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4 min read
PixelBatch — your entire image toolbox in one app, 14 tools for free, so you don't have to edit images one by one anymore

PixelBatch — your entire image toolbox in one app, 14 tools for free, so you don't have to edit images one by one anymore

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2 min read
An AI agent can make a reasonable decision from accurate information—and still take the wrong action.

An AI agent can make a reasonable decision from accurate information—and still take the wrong action.

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5 min read
I built a production AI agent as a Honda service advisor. Then I read the textbook.

I built a production AI agent as a Honda service advisor. Then I read the textbook.

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7 min read
How to Test Receipt Templates — Custom-Domain Transactional Email API Ownership

How to Test Receipt Templates — Custom-Domain Transactional Email API Ownership

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7 min read
1,377 frames in, 60 out, and none of them knew what time it was

1,377 frames in, 60 out, and none of them knew what time it was

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3 min read
I replicated the vision-only Pokémon run Anthropic showcased on the Fable 5 launch page — then I read its thinking chains

I replicated the vision-only Pokémon run Anthropic showcased on the Fable 5 launch page — then I read its thinking chains

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22 min read
Engineering 24/7 Autonomous Agent Daemons: LangGraph Cyclic StateGraphs, NVIDIA NIM, DeepSeek-R1 & Hermes-3

Engineering 24/7 Autonomous Agent Daemons: LangGraph Cyclic StateGraphs, NVIDIA NIM, DeepSeek-R1 & Hermes-3

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11 min read
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