Deploying DeepSeek Distilled Model to AWS Bedrock
Learn how to set up an EC2 instance, clone and manage a 260GB AI model, upload it to S3, and import it into AWS Bedrock for inference.
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Figma to Code Using Cursor AI
Discover how to effectively use Cursor AI with Figma for real-world UI development, including a structured prompt strategy, design system integration, and lessons from a brownfield project.
Planning a MongoDB to Postgres Migration with AI and MCP
Discover how I used AI and the Model Context Protocol (MCP) to plan a seamless MongoDB to PostgreSQL migration through collaborative reasoning, smart prompts, and real-time data exploration.
AI as Your Code Partner: Pair Programming with LLMs
Exploring AI-Assisted Coding: A hands-on session demonstrating how developers can collaborate with AI tools to write better code through effective prompting and continuous refinement.
Vibe Coding: My Take
Vibe coding is a new term that has been gaining popularity in the software development community. It is a way of coding that is focused on the desired outcome of a software project, rather than the code itself. It is a way of coding that is focused on the desired outcome of a software project, rather than the code itself.
Why coding with LLMs can be harder than you think
Coding with LLMs sounds deceptively simple, but the reality is more complex than YouTube demos suggest. This post explores the challenges of vibe coding, providing practical strategies for effectively collaborating with AI coding assistants. Learn how to manage context, separate product and developer mindsets, and adapt your approach for different project types to harness the power of LLMs while avoiding common pitfalls that can slow down development.
Embracing AI: How Engineers Will Actually Work Now
I upgraded my entire blog - Astro 3 to 5, overhauled the CSS system, and shipped to production without writing code myself. AI has evolved. Engineers who embrace it will too.