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I built a free, local video transcription tool, because I didn't want to pay $10/hour or upload my files to a stranger's server

I built a free, local video transcription tool, because I didn't want to pay $10/hour or upload my files to a stranger's server

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3 min read
Day 8 of 60 and this is me learning AI integration and automation in public

Day 8 of 60 and this is me learning AI integration and automation in public

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1 min read
Day 2 Learning Python

Day 2 Learning Python

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1 min read
Why an AI Agent Should Not Be Treated as Proof: Building EllipticZero Research Lab

Why an AI Agent Should Not Be Treated as Proof: Building EllipticZero Research Lab

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5 min read
Building an OSM to RDF Pipeline for AI Agents: A Practical Guide

Building an OSM to RDF Pipeline for AI Agents: A Practical Guide

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7 min read
LLM Token Counting and Cost Optimization: A Practical Guide

LLM Token Counting and Cost Optimization: A Practical Guide

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5 min read
"Prime Testable" Code

"Prime Testable" Code

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2 min read
How I Slashed Our LLM API Token Costs by 90% — From 1M to 100K Daily

How I Slashed Our LLM API Token Costs by 90% — From 1M to 100K Daily

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4 min read
FastAPI for AI Engineers - Part 2: Building Your First CRUD API

FastAPI for AI Engineers - Part 2: Building Your First CRUD API

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4 min read
How I Built a Rental Listings REST API with FastAPI and PostgreSQL

How I Built a Rental Listings REST API with FastAPI and PostgreSQL

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4 min read
I Built 10 AI Applications in 5 Days as a Beginner — Here's What Actually Happened

I Built 10 AI Applications in 5 Days as a Beginner — Here's What Actually Happened

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5 min read
Running modern Python TTS toolchains on non-AVX2 CPUs

Running modern Python TTS toolchains on non-AVX2 CPUs

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5 min read
How I Deployed FastAPI to EC2 with HTTPS Using API Gateway

How I Deployed FastAPI to EC2 with HTTPS Using API Gateway

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4 min read
FinTech & Algorithmic Risk Control: How VPS Automation and API Integration Protect Capital and Eliminate Human Execution Errors in Trading

FinTech & Algorithmic Risk Control: How VPS Automation and API Integration Protect Capital and Eliminate Human Execution Errors in Trading

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4 min read
36 Days of Claude Code Logs: Silent Model Switching, 11.5x Efficiency Gap

36 Days of Claude Code Logs: Silent Model Switching, 11.5x Efficiency Gap

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8 min read
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