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I Built a Cache Engine from Scratch in Python — and O(1) LFU Eviction Is Sneakier Than LRU

I Built a Cache Engine from Scratch in Python — and O(1) LFU Eviction Is Sneakier Than LRU

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7 min read
I built a multi-agent BTC research pipeline — 3 agents, 1 daily signal, full code

I built a multi-agent BTC research pipeline — 3 agents, 1 daily signal, full code

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4 min read
Struggling to Extract Structured Data from Messy Text? Here's What Finally Worked

Struggling to Extract Structured Data from Messy Text? Here's What Finally Worked

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3 min read
Your AI Agent Just Burned $108 in an Hour. Here's the 50-Line Fix.

Your AI Agent Just Burned $108 in an Hour. Here's the 50-Line Fix.

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6 min read
Building a Simple Fraud Detection Baseline in Python

Building a Simple Fraud Detection Baseline in Python

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5 min read
Sentry SDK 2.x Auto-Integrations Flood Your Inbox — Here's the Filter

Sentry SDK 2.x Auto-Integrations Flood Your Inbox — Here's the Filter

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5 min read
SynaptoRoute v0.4.0: Re-Architecting for Massive Concurrency & Zero-Downtime Indexing

SynaptoRoute v0.4.0: Re-Architecting for Massive Concurrency & Zero-Downtime Indexing

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3 min read
Unlocking the Power of RAG Systems with LangChain and Vector Databases

Unlocking the Power of RAG Systems with LangChain and Vector Databases

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3 min read
My First Python Project: Lessons Learned While Building a Number Guessing Game

My First Python Project: Lessons Learned While Building a Number Guessing Game

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2 min read
Python While Loop Practice: Multiples, Divisors, Count of Divisors & Prime Numbers

Python While Loop Practice: Multiples, Divisors, Count of Divisors & Prime Numbers

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3 min read
Statistical analysis with Python: descriptive statistics, inference, regression, and time series

Statistical analysis with Python: descriptive statistics, inference, regression, and time series

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3 min read
Day 23. Lemon Squeezy approved. Pro is live. Here's everything that changed.

Day 23. Lemon Squeezy approved. Pro is live. Here's everything that changed.

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1 min read
I built a 81-tool, fully local AI desktop assistant with PySide6 and Ollama (here is the architecture)

I built a 81-tool, fully local AI desktop assistant with PySide6 and Ollama (here is the architecture)

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4 min read
The End of Manual Prompt Engineering: How Genetic-Pareto Prompt Evolution (GEPA) Self-Optimizes AI Agents

The End of Manual Prompt Engineering: How Genetic-Pareto Prompt Evolution (GEPA) Self-Optimizes AI Agents

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11 min read
My project was selected for the shortlist of the UN Global Hackathon on Using AI for Digital Trade Regulatory Analysis

My project was selected for the shortlist of the UN Global Hackathon on Using AI for Digital Trade Regulatory Analysis

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2 min read
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