I replaced my Fire TV with a mini PC, and now my TV does things Amazon never intended

I stopped collecting tutorials and started building smaller projects

For a while, my learning process looked like this: Tutorial → notes → another tutorial → another technology → repeat. I was learning a lot, but it wasn't always translating into the ability to build…

• Author shifted from tutorials to building small projects
• Learning loop: concept, project, challenges, debugging, documentation
• Embracing getting stuck leads to tangible learning results

1h ago ·dev.to

I’m Shubham Shah — A Computer Science Student Who Builds Things to Learn

Hi, I’m Shubham Shah . I’m a Computer Science Engineering student, programmer, developer, and someone who genuinely enjoys understanding how technology works underneath the surface.

1h ago ·dev.to

Building a Web Agent That Remembers Every Development Session

We Built a Web Agent That Remembers How We Build Building an AI coding assistant that doesn't forget our project after every session. Every AI coding session starts the same way.

• Web agent retains context across development sessions
• Lightweight memory system organizes project knowledge
• Agent records changes, maintains consistent implementation

1h ago ·dev.to

Ember-1

• Ember-1 model retains Kimi K3 quality with 40% fewer tokens
• Fireworks Research develops specialized models for efficient coding
• Ember-1 outperforms K3-max and outperforms GPT-6 Astra in benchmarks

1h ago ·fireworks.ai