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Your AI Agent's Memory Has No Expiry Date: I Scored Freshness on a Real Corpus

Your AI Agent's Memory Has No Expiry Date: I Scored Freshness on a Real Corpus

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14 min read
From Tool-Runner to Decision Engine: Upgrading an Autonomous Security Agent's Harness

From Tool-Runner to Decision Engine: Upgrading an Autonomous Security Agent's Harness

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5 min read
From Classroom to Code: My Journey as a Student Developer

From Classroom to Code: My Journey as a Student Developer

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2 min read
How I automated markdown docs from UI screenshots using AI

How I automated markdown docs from UI screenshots using AI

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5 min read
Not Every Lint Warning Is Cosmetic

Not Every Lint Warning Is Cosmetic

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4 min read
AI Agents Don't Need a Bigger Prompt. They Need Governed Memory

AI Agents Don't Need a Bigger Prompt. They Need Governed Memory

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6 min read
#06 – Advanced Python Features

#06 – Advanced Python Features

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7 min read
Build a Unified AI Gateway with LiteLLM and Ollama

Build a Unified AI Gateway with LiteLLM and Ollama

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1 min read
I published pip install ajah-sdk and npm install ajah-sdk — here's what they do

I published pip install ajah-sdk and npm install ajah-sdk — here's what they do

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2 min read
CKA Overview & Exam Pattern: The Kubernetes Certification That Actually Tests Your Skills

CKA Overview & Exam Pattern: The Kubernetes Certification That Actually Tests Your Skills

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2 min read
How to Use Python's logging Module Like a Pro — From Beginner to Production Setup

How to Use Python's logging Module Like a Pro — From Beginner to Production Setup

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3 min read
Replacing Fragile CSS Selectors with LLM-Powered Zero-Shot JSON Extraction

Replacing Fragile CSS Selectors with LLM-Powered Zero-Shot JSON Extraction

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8 min read
I Pre-Registered a Hypothesis. 600 API Calls Later, the Data Killed It.

Git logs as a DIY pre-registration tool

I Pre-Registered a Hypothesis. 600 API Calls Later, the Data Killed It.

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5 min read
Your Failed Agent Run Burns Most of Its Tokens AFTER It Fails — Measure It in 40 Lines

Your Failed Agent Run Burns Most of Its Tokens AFTER It Fails — Measure It in 40 Lines

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9 min read
Rebalanceando uma carteira sem vender nada: o algoritmo do aporte

Rebalanceando uma carteira sem vender nada: o algoritmo do aporte

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4 min read
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