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Python PostgreSQL with asyncpg: Async Database Operations

Python PostgreSQL with asyncpg: Async Database Operations

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3 min read
Your ML Model Died in Production. Here's Why.

Your ML Model Died in Production. Here's Why.

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4 min read
Serverless ML Deployment: From Jupyter Notebook to Global API in 10 Minutes (No MLOps Expert Needed!)

Serverless ML Deployment: From Jupyter Notebook to Global API in 10 Minutes (No MLOps Expert Needed!)

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6 min read
Prompt Drift Is a Quiet Deployment Bug: A Nightly Check That Costs Nothing

Prompt Drift Is a Quiet Deployment Bug: A Nightly Check That Costs Nothing

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4 min read
Why Budget Alerts Never Stop Runaway LLM Spend

Why Budget Alerts Never Stop Runaway LLM Spend

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5 min read
I Built a Free, All-in-One Image Tool Because I Was Tired of Ad-Ridden Web Converters

I Built a Free, All-in-One Image Tool Because I Was Tired of Ad-Ridden Web Converters

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2 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
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
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
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
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
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
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