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  1. The Google Gemini LLM and the app have more features than you can see from the surface.

  2. Google Antigravity 2.0 has some very interesting features.

  3. Building a powerful AI agent locally with Google’s Agent Development Kit (ADK) is exciting, but how do you share it with the world or scale it for production?

  4. Have you ever tried building an AI agent, only to get bogged down in massive, complex frameworks just to get a basic output?

  5. After writing a couple of prompts to get a feature done with an LLM or a coding Agent like Claude Code (or Cursor), have you felt like there should be a more declarative way of doing this than taking turns with prompts?

  6. Google AI Studio has recently added an array of new features, calling it a new full-stack vibe-coding experience and vibe-coding-to-production.

  7. With AI doing some or most of the code writing (ahm!

  8. You can run open models with other apps, such as Ollama.

  9. Docker has been the de facto containerization ecosystem for more than a decade now.

  10. This will be the seventh year I have written a recap or “wrap” of the year that has passed.

  11. Wouldn’t it be great if you had an on-demand experienced software engineer interviewer who could take a technical interview whenever and wherever you wanted?

  12. You can make practical and fun apps using Gemini 3 on Google AI Studio for free.

  13. Google’s NotebookLM is a hidden gem in the world of information processing.

  14. Using Google AI Studio’s build feature, you can build any frontend application by giving a prompt.

  15. Imagine being able to open a pull request or close an issue without leaving your IDE/Editor.

  16. Gemma is a collection of lightweight, modern open models built by Google.

  17. Can you code and deploy a basic but functional app with minimal coding experience?

  18. With Cloud Run, just bring your code!

  19. Amazon Elastic Container Service (ECS) is a fully managed container orchestration service that simplifies the deployment, management, and scaling of containerized applications on AWS.

  20. Amazon Elastic Container Registry (ECR) is a fully managed container registry that can store (Docker) container images, making it easy to pull, share, and deploy container images.

  21. Ollama gives you one of the easiest ways to run most open LLMs on your machine.

  22. Ollama is open-source software that makes running most open LLMs seamlessly on your own machine (or even on the cloud).

  23. Ollama is an open-source tool that helps you run open LLMs on your machine or a server.

  24. The world of AI has been hyped for more than two years now since the release of ChatGPT in November 2022.

  25. LLMs generally reply in a nondeterministic format; it does not always comply with the formatting instructions given.

  26. Ollama is a great way to run many open Large Language Models (LLMs).

  27. I started writing the year-in-review (recap) posts from 2019, so this will be the sixth consecutive year I will write a yearly recap.

  28. Do you feel your resume, LinkedIn profile, or GitHub contributions don't convey the right message?

  29. Updating existing data is a core requirement of any web application; doing it efficiently will make your life easier.

  30. Environment variables are essential for configuring your Node.js applications, allowing you to tailor settings for different environments like development, testing, and production.