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We doubled Mercado Libre's scraper memory and clearance went from 50% to 90% - with zero code changes.

We doubled Mercado Libre's scraper memory and clearance went from 50% to 90% - with zero code changes.

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6 min read
Kleinanzeigen has two page-2 URLs. One is a redirect trap. We verified the one we shipped actually advances.

Kleinanzeigen has two page-2 URLs. One is a redirect trap. We verified the one we shipped actually advances.

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6 min read
đź’° Building Spendwise: The Tech Behind an Intelligent Personal Finance Guard

đź’° Building Spendwise: The Tech Behind an Intelligent Personal Finance Guard

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3 min read
One Variable, Many Values, Understanding Data Structures

One Variable, Many Values, Understanding Data Structures

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5 min read
Reverse-engineering the Google Ads Transparency Center API

Reverse-engineering the Google Ads Transparency Center API

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4 min read
A 1,145-Star CLI Promised "Nothing Leaves Your Machine". It Executes a Hidden Payload at Import Time.

A 1,145-Star CLI Promised "Nothing Leaves Your Machine". It Executes a Hidden Payload at Import Time.

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5 min read
I audited my own ML linter and had to withdraw its best evidence

I audited my own ML linter and had to withdraw its best evidence

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4 min read
How I Approach Reliable Web Scraping with Python

How I Approach Reliable Web Scraping with Python

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1 min read
Clean a million rows with Hydra ETL — no database, no Docker

Clean a million rows with Hydra ETL — no database, no Docker

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6 min read
Why AI gives vague debugging answers — and how to fix it with better prompts

Why AI gives vague debugging answers — and how to fix it with better prompts

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3 min read
An agent that knows which pygame you are actually running

Sanity Challenge Path One Submission

An agent that knows which pygame you are actually running

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4 min read
How to detect AI-generated text in Python (3 lines of code)

How to detect AI-generated text in Python (3 lines of code)

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2 min read
Standardizing 250 car photos a week without Photoshop (a 20-line Python job)

Standardizing 250 car photos a week without Photoshop (a 20-line Python job)

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3 min read
Mind the Gap, Then Measure It

Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass Submission 🌿

Mind the Gap, Then Measure It

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11 min read
6 Pitfalls Syncing AI Memory to Google Drive With No API: Keeping File IDs Intact

6 Pitfalls Syncing AI Memory to Google Drive With No API: Keeping File IDs Intact

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7 min read
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