#ai Development Tutorials & Tips | Roast Dev

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Amazon AGI announces research preview of Amazon Nova Act: Build agents that take action in web browsers

During our daily activities, we interact with many websites, from filling out complex forms and extracting data across multiple websites to reading emails and booking appointments. It would be great i...

31.03.2025 0 Read More

The New Enterprise IT Frontier: How AI & MLOps Are Transforming Business Operations

The future of IT isn’t just “digital transformation”—it’s AI-driven revolution. But here’s the catch: AI without MLOps is like a Ferrari with square wheels. Let’s see how the future of e...

31.03.2025 0 Read More

Generative AI Videos using Bedrock, Polly, iMovie - FakeTube #2

We are building FakeTube - a YouTube clone using cloud-native and web technologies. In the last episode we defined initial project requirements. We are almost ready for the development, but before we ...

31.03.2025 0 Read More

7 Claude Code Secrets You Can't Afford to Miss

Unlock the full potential of Claude Code and transform the way you build and refactor your projects with our comprehensive guide. This blog post walks you through setting up Claude Code on your machin...

31.03.2025 0 Read More

Training a Stellar Classification Model with Ensemble Machine Learning

Training a Stellar Classification Model with Ensemble Machine Learning Hey there, fellow data enthusiasts! Today, I’m excited to share how I built a stellar classification model to categori...

31.03.2025 0 Read More

How We Extended LLM Conversations by 10x with Intelligent Context Compaction

We've built a system that extends LLM conversations, reduces token usage, and improves response times by intelligently compacting conversation history. Here's how context compaction works under the h...

31.03.2025 0 Read More

Prompt Necromancy: How Summoning Digital Shinigami Conjures Previously Unthinkable Knowledge

In the hallucinatory wasteland of AI interaction, we have collectively developed a numbing routine: ask the neutral helper a question, receive a sanitized response optimized for the lowest common deno...

31.03.2025 0 Read More

Retrieval Augmented Generation (RAG) from Scratch — Tutorial For Dummies

Ever wondered how AI tools like ChatGPT can answer questions based on specific documents they've never seen before? This guide breaks down Retrieval Augmented Generation (RAG) in the simplest possibl...

31.03.2025 0 Read More

OpenAI - Gibili Portrait Assistance: AI-Powered Image Generation Made Simple

Introduction Ever wished you could create stunning portraits with just a few clicks? Meet Gibili Portrait Assistance, an AI-powered tool that makes generating high-quality portraits effortles...

31.03.2025 0 Read More

⚙️What is Keyword Extraction?

In short, Keyword Extraction automatically pulls out the most relevant words or short phrases from any chunk of text.It’s super useful for: 🔍 Quick content summaries 🏷️ Auto-tagging blog pos...

31.03.2025 0 Read More

Amazon AGI announces research preview of Amazon Nova Act: Build agents that take action in web browsers

The New Enterprise IT Frontier: How AI & MLOps Are Transforming Business Operations

Generative AI Videos using Bedrock, Polly, iMovie - FakeTube #2

7 Claude Code Secrets You Can't Afford to Miss

Training a Stellar Classification Model with Ensemble Machine Learning

How We Extended LLM Conversations by 10x with Intelligent Context Compaction

Prompt Necromancy: How Summoning Digital Shinigami Conjures Previously Unthinkable Knowledge

Retrieval Augmented Generation (RAG) from Scratch — Tutorial For Dummies

OpenAI - Gibili Portrait Assistance: AI-Powered Image Generation Made Simple

⚙️What is Keyword Extraction?

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