Digitalization Social Creativity Multimedia Content Creator

🛠️ What I Developed Digital Social Creative is a lightweight, ready-to-deploy application that transforms a short brief, image snippet into: Platform-specific post variations (LinkedIn, Instagram, X, Facebook, TikTok) A full 7-day posting calendar A refined image prompt (with optional image generation) Seamless export options (ZIP bundle, CSV file, ICS calendar, Markdown snapshot) A rapid A/B…

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Day 46: Set-up CloudWatch alarms and SNS topics on AWS

What is Amazon CloudWatch? Amazon CloudWatch monitors your AWS resources and applications in real time. It collects and tracks metrics (like CPU usage, memory, billing, etc.), sets alarms, and triggers automated actions or notifications. What is Amazon SNS? Amazon Simple Notification Service (SNS) is a fully managed pub/sub messaging service. It’s widely used to send…

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IaC for Startups: Terraform + AWS in a Weekend

Infrastructure as Code (IaC) isn’t just for enterprise teams. As a startup, you can build production-ready AWS infrastructure in a weekend using Terraform’s reusable modules. This pragmatic approach helps you scale fast while maintaining reliability and cost control. Table of Contents Why Startups Need IaC From Day One Many startups delay infrastructure automation, thinking it’s…

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Eyes Wide Shut – DEV Community

Project Write-Up: Eyes Wide Shut An Overarching Analysis of Linguistic, Semantic, and Architectural Vulnerabilities in GPT-OSS-20B Disclaimer For the best experience, it is strongly recommended to view the corresponding material in the complementary notebook attached to this finding while reviewing the write-up; there are many readily available experiments which enhance the overall accuracy of this…

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