Staying Ahead in the AI Game as a Web Dev

Major AI Trends in 2024: Staying Ahead in the AI Game

Hey there! So, AI has been on a wild ride lately, right? If you're keen on keeping up and making the most out of what's new, let's chat about the biggest AI trends of 2024 and how you can dive in.

1. Generative AI is Booming

Generative AI is seriously shaking things up.

• In Web Development: Tools like GitHub Copilot and ChatGPT Code Interpreter have become total game-changers. They're super helpful for cranking out boilerplate code, automating tests, and even debugging.

• For Media Creation: Ever tried OpenAI’s DALL-E 3 or RunwayML? They're making text-to-image, audio, and video generation a breeze. If you're into tech, it's worth looking into how you can weave these into your web projects.

Takeaway: Get cozy with these tools—they're becoming essential for boosting productivity and sparking creativity.

2. AI Agents are on the Rise

Autonomous AI agents like AutoGPT and BabyAGI are gaining traction. They're designed to tackle entire tasks without you having to babysit them constantly.

Action Step: Play around with these agents to automate chunks of your workflow. Especially handy for side hustles that involve research or repetitive tasks. Imagine freeing up time from routine stuff!

3. AI Meets the Cloud

AI is digging deeper roots into cloud services like AWS Bedrock, Azure OpenAI, and Google Vertex AI. They're offering pre-trained models you can plug right into your apps for things like sentiment analysis or recommendation engines.

Action Step: Learn how to tap into these cloud APIs. It could give your web apps a smart edge without you having to reinvent the wheel.

4. AI is Shaping UX

User experience is getting a makeover thanks to AI.

• Smarter UX Tools: Tools like DebugBear are using AI to boost web performance. It's all about optimizing design based on how users actually behave and predicting what they'll do next.

Action Step: If you're building apps, check out AI tools that can analyze user interactions and tweak the experience on the fly. Personalized and efficient interfaces? Yes, please!

5. Ethical AI is a Big Deal

With AI everywhere, people care more about how it's used. There's a push for explainable AI and making sure it's fair and transparent.

Action Step: Get familiar with ethical frameworks like LIME and SHAP for explaining AI models, and Fairlearn to keep things fair. It'll help you build trust and stay on the right side of regulations.

Tips for Your AI Journey

1. Keep it Technical

You're rocking web development with Angular and Ionic, so why not amp it up with AI? Tools like OpenAI’s APIs or Hugging Face can add some serious firepower to your projects.

Next Step: Start playing with models—fine-tune them for what you need or use them to spice up content in your projects.

2. Side Hustles + AI = Win

AI can take your side gigs to the next level. Whether it's micro-SaaS, freelancing, or data dashboards, adding AI can make your offerings stand out.

Action Step: Think about offering AI-powered services like chatbots or data analysis to small businesses. It's a great value-add that clients will love.

3. Level Up Your AI Knowledge

Dive deeper into Machine Learning frameworks like TensorFlow, PyTorch, and AutoML. Even if you're not building models from scratch, knowing how they work can help you implement and tweak them better.

Action Step: Check out TensorFlow.js—it's all about running ML models right in the browser. Could be a cool addition to your web dev toolkit.

Cool Tools & Platforms to Watch

1. Meta’s LLaMA 3: An open-source language model that's super flexible.

2. Anthropic’s Claude: Focused on making AI outputs safe and reliable.

3. DeepMind’s Gemini: Google's next big thing, aiming to handle text, images, and more all at once.

Why This Matters

• Generative AI: It's becoming a staple for getting things done faster and more creatively.

• AI Agents: They can handle the boring stuff, freeing you up for bigger ideas.

• Cloud Integration: As AI becomes more cloud-friendly, it's easier to scale your projects without heavy lifting.

• Ethical AI: Building trustworthy AI isn't just good karma—it's what users and regulators are starting to expect.

Next Steps to Kickstart Your AI Adventure

1. Choose Your Path: Figure out if you want to dive deeper into AI in web dev, cloud services, or automation for projects.

2. Get Hands-On: Apply AI to something you're already working on. Maybe automate content creation or jazz up the UX with some predictive magic.

3. Learn More:

   • Coursera: They have awesome courses on generative AI and cloud-based AI.

   • Hugging Face: Great for getting practical with AI models.

   • AI Ethics Guides: Google and Microsoft have resources that'll get you up to speed on building responsible AI.

Wrapping Up

AI is moving fast, and 2024 is shaping up to be a big year. Whether you're integrating AI into your current projects or starting something totally new, there's no better time to jump in. Stay curious, keep experimenting, and have fun with it!

Migrating from tslint (of an old project) to eslint - Angular Project

Since TSLint is no longer maintained, it’s time for us to migrate to ESLint, especially if you’re working with TypeScript or Angular projects. Don’t worry, it’s quite straightforward if you use the tslint-to-eslint-config tool. Let me show you how to do it quickly.

Migrate Using tslint-to-eslint-config

1. Install the tslint-to-eslint-config Tool:

First things first, you need to install the tslint-to-eslint-config tool. You can install it globally or just within your project.

npm install -g tslint-to-eslint-config

Or, if you prefer to keep things local:

npm install --save-dev tslint-to-eslint-config

2. Conversion Command 

let’s use the tool to convert your TSLint config to ESLint. This command will create a new .eslintrc.js file for you, no need to worry.

npx tslint-to-eslint-config

3. Check the Generated ESLint Config

Open up the new .eslintrc.js file and take a look. The tool does most of the work for you, but sometimes you might need to tweak a few things yourself.

4. Install ESLint and Plugins

Install necessary plugins (you may not have it until now)

npm install --save-dev eslint @typescript-eslint/parser @typescript-eslint/eslint-plugin 

5. Update Your angular.json

Don’t forget to update the angular.json file to use ESLint instead of TSLint. Just change the lint builder to something like below

	
		{
  "projects": {
    "your-project-name": {
      "architect": {
        "lint": {
          "builder": "@angular-eslint/builder:lint",
          "options": {
            "lintFilePatterns": ["src/**/*.ts", "src/**/*.html"]
          }
        }
      }
    }
  }
}
	

 6. Run ESLint to Check Everything

time to run ESLint and see if everything is okay, fix any problem that listed by it and your code would be soon clean & clear.

npx eslint . --ext .ts,.html

7. Clean Up the Old TSLint Stuff

Once everything’s good, you can delete the old tslint.json file and any TSLint dependencies you don’t need anymore.
That’s it! By using tslint-to-eslint-config, you can migrate to ESLint easily and keep your project up to date. Senang je!
Happy coding, and jangan lupa to keep your code clean!