#productivity Development Tutorials & Tips | Roast Dev

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Choosing Between Off-the-Shelf and Custom AI Solutions

1. Executive Summary: Choosing Between Off-the-Shelf and Custom AI Solutions Overview This executive summary presents key findings and recommendations on the strategic decision of wh...

04.05.2025 0 Read More

Utility Containers in Docker: A Powerful Tool for Local Development Without Polluting Your Machine

In our previous blogs, we explored how to build real-world multi-container applications using Docker and simplify container orchestration using Docker Compose. In this post, we’ll delve into utility...

04.05.2025 0 Read More

MLOps Explained: Why Operationalizing Machine Learning is Crucial for Long‑Term Success

Introduction In the rapidly evolving landscape of artificial intelligence and machine learning, organizations face a critical challenge: how to transform promising machine learning models fro...

04.05.2025 0 Read More

Rewriting an old app with AI: a reality check

TL;DR: AI coding tools and the LLMs that drive them can be powerful, but they’re not security-aware by default. Outdated packages and insecure practices can creep in. Don’t assume LLMs "...

28.03.2025 0 Read More

Agendas lead to more productive meetings

I have been in team meetings where, they were basically, "free-form discussions."We'd start with good intentions, but two hours later, no real decisions have been made.It was frustrating, and the team...

04.05.2025 0 Read More

📝 Why I Built the Green Square Ritual (And Why I Use It Every Day)

Spoiler: It commits to GitHub for me. Every. Single. Day. Even when I’m face down on the couch questioning my life choices. 🧠 The Dev Guilt Spiral Is Real I used to chase GitHub streaks...

04.05.2025 0 Read More

📝 3 Ways to Keep Your GitHub Active Without Burning Out

_Spoiler: Only one of them involves actual effort Between burnout, client work, and staring blankly at VS Code for hours — keeping your GitHub streak alive can feel like a second unpaid job. I used ...

04.05.2025 0 Read More

Introducing NeuroSync — The Emotionally Intelligent Productivity OS (Open-Source & Modular)

Introducing NeuroSync — The Emotionally Intelligent Productivity OS"What if your productivity tools could feel you?" I'm excited to officially launch NeuroSync — an open-source, modular productivi...

28.03.2025 0 Read More

Debugged AI

“Am I building myself out of a job?” Lately, that question’s been on my mind — and I know I’m not the only one. AI isn’t just another trend. It’s real, it’s fast, and it’s already r...

28.03.2025 0 Read More

Week 14: Momentum

I don't know if I've been more hardworking after returning from holidays, or it so happened that the weeks of studying bits and pieces finally came together last week... I've finished some milestones ...

04.05.2025 0 Read More

Choosing Between Off-the-Shelf and Custom AI Solutions

Utility Containers in Docker: A Powerful Tool for Local Development Without Polluting Your Machine

MLOps Explained: Why Operationalizing Machine Learning is Crucial for Long‑Term Success

Rewriting an old app with AI: a reality check

Agendas lead to more productive meetings

📝 Why I Built the Green Square Ritual (And Why I Use It Every Day)

📝 3 Ways to Keep Your GitHub Active Without Burning Out

Introducing NeuroSync — The Emotionally Intelligent Productivity OS (Open-Source & Modular)

Debugged AI

Week 14: Momentum

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