Refactored 141 useEffect calls today after feeding my agent this. react.dev/learn/you-migh…

Branko Layer order is the main issue. Every code change rebuilds node_modules. COPY package.json first, then npm install, then COPY the rest. Now deps are cached unless package.json changes. Multi-stage build for size. Build in full node image, copy only dist/ and prod deps into

Research papers you must read for AI Engineer interviews - 1. Attention is all you need (Transformers) 2. LoRA (Low rank adaption) 3. PEFT ( Parameter Efficient Fine Tuning) 4. VIT (Vision Transformers) 5. VAE (Variational Auto Encoder) 6. GANs ( Generative Adversarial

Go to hetzner.com Set up a $2.50/mo VPS Add your SSH key when creating Login, first install Tailscale on VPS and laptop Once it works add the Tailscale subnet (google the address) to Hetzner inbound firewall SSH port, don't add any more inbound ports Now only u

Google just killed the document extraction industry. LangExtract: Open-source. Free. Better than $50K enterprise tools. What it does: → Extracts structured data from unstructured text → Maps EVERY entity to its exact source location → Handles 100+ page documents with high

Really neat approach. Reflections API can be very clunky freek.dev/3030-a-clean-a…

Having a lot of fun with QuiverAI in my down time between baby responsibilities! So exciting to have an image model that does vector graphics, especially for the sort of work we do. quiver.ai

Using PostgreSQL as a Dead Letter Queue for Event-Driven Systems diljitpr.net/blog-post-post…

I hope you'll like al of the changes! 🕷️ Links: Docs: spatie.be/docs/crawler/v… Repo: github.com/spatie/crawler Blog post: freek.dev/3039-a-new-maj…

New course: Build and Train an LLM with JAX, built in partnership with Google and taught by Chris Achard. JAX is the open-source library behind Google's Gemini, Veo, and other advanced models. This short course teaches you to build and train a 20-million parameter language

Inertia 3 beta is here! 🚀 This is a big one. New Vite plugin, optimistic updates, standalone HTTP requests, layout props, simplified SSR, and Axios has been replaced with a built-in XHR client. Here's what's new 🧵

Long awaited feature 🔥 inertiajs.com/docs/v3/the-ba…

We are happy to announce that Vite+ is now fully open source under MIT license. Free for everyone! Go check it out today: viteplus.dev

🔗 Building Multi-Agent Workflows with the Laravel AI SDK laravel.com/blog/building-… #laravel #ai

Prepping a major new release of spatie/laravel-activitylog All feedback welcome! PR: github.com/spatie/laravel…

🙌 Hope you like this package! Here are all the links: Blogpost: freek.dev/3058-whats-new… Docs: spatie.be/docs/laravel-a… GitHub: github.com/spatie/laravel…

Wait a sec - Google's new gemma-4-E4B is running at 400 tokens per second on my Macbook m5, while Claude Code does 90/tks? And it's free? Same-ish quality as ChatGPT 5.2 I was using last month? 🤯 #gemma #codex #claudecode

You can now fine-tune Gemma 4 completely FREE 🤯 No GPU. No credit card. No coding knowledge required. Just a browser and 500+ models to choose from. → Open the Unsloth Colab notebook → Pick your model + dataset → Hit Start Training

👀 Here's the code behind that interaction. More info in the blog post: freek.dev/3085-how-we-us…