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Key Highlights
AWS re:Invent 2024 announcements include new features like AWS Lambda Durable Functions for multi-step workflows, Frontier Agents for autonomous tasks, AWS Databases integration with Vercel, Amazon Nova Act for browser automation, and AWS Lambda Managed Instances for custom EC2 instance types. 2 posts
Fine-tuning Google's MedGemma model for breast cancer classification requires using bfloat16 data type for numerical stability to avoid NaN errors, and involves steps like dataset balancing, prompt engineering, and baseline evaluation. 1 post
Winners of the Agentic Postgres Challenge built innovative AI systems: a multi-agent code review platform with 4x speed improvement, a fraud detection system with 23% better accuracy using hybrid search, and a GitHub analysis tool for career insights. 1 post
Main Topics (3)
Latest posts
9 Launches from re:Invent Season (so far!) I'm Excited About
SO much has shipped so far during this re:Invent season, and there's so much still to come -- I wanted to do a quick write up of some of my favorites from the pre:Invent season and the keynote this morning. $ aws login My estimate is this saves ~15 mins of work to get logged in using the AWS CLI.
9 Launches from re:Invent Season I'm Excited About (so far!)
SO much has shipped so far during this re:Invent season -- I wanted to do a quick write up of some of my favorites. $ aws login My estimate is this saves ~15 mins of work to get logged in using the AWS CLI. It will bring you to the AWS sign in page in the browse, give you temporary credentials, an
A step-by-step guide to fine-tuning MedGemma for breast tumor classification
Disclaimer: This guide is for informational and educational purposes only and is not a substitute for professional medical advice, diagnosis, or treatment. Artificial intelligence (AI) is revolutionizing healthcare, but how do you take a powerful, general-purpose AI model and teach it the specialize
From Zero to Beautiful UI: How I Built an Instagram-Like Layout Using Uno Platform Hot Design 🔥
This is a submission for the AI Challenge for Cross-Platform Apps - Hot Design Showcase Over the last days, I challenged myself to build a clean, modern, Instagram-style profile page using Uno Platform Hot Design. But that’s exactly what made this project exciting. Through a mix of curiosity, frustr
Congrats to the Winners of the Agentic Postgres Challenge with Tiger Data!
The wait is over, thank you all for your patience! We are excited to (finally) announce the winners of the Agentic Postgres Challenge with Tiger Data. This challenge invited participants to experiment with AI on Postgres and build something that made us say "I didn't know you could do that!" The com
Nobody Writes Clean Code. We All Just Pretend
I’ve been writing software for more than a decade now, and one of the most important lessons I ever learned came from a conversation early in my career. I told a colleague - a seriously brilliant engineer - “You know, the code in our app is kinda shitty.” He smiled, nodded like an old monk on a moun
10 JavaScript Console Methods You Didn't Know Existed (And How They'll Save You Hours of Debugging)
Look, I'll be honest with you. For the first three years of my career as a JavaScript developer, I thought I knew the console API. I mean, how hard could it be, right? You've got console.log(), maybe console.error() when things go wrong, and if you're feeling fancy, console.warn(). That's it. That's
Laravel Task Scheduling & Automation: Simplify Cron Jobs with the Scheduler
“A well-scheduled task today prevents a production issue tomorrow.” Introduction to Automation in Laravel What is Laravel Task Scheduling? How Laravel Scheduling Works Where to Define Scheduled Tasks Scheduling Commands in Laravel Daily Tasks Hourly Tasks Every Minute Tasks Weekly or Monthly Tasks
🔥How I Automated Code Reliability with an AI Agent
Hello Devs 👋 As developers, we all know how much time goes into repetitive checks: Did we add proper error handling? Are our functions following naming rules? Did we write enough tests? Are there hidden logic mistakes? Is reliability getting better or worse? These tasks are important… but doing the
How I Automated My GitHub Profile (And You Can Too)
Keeping a GitHub profile updated is tedious. New blog post? Update the profile. New newsletter issue? Update the profile. Made a video? Same thing. I publish content across multiple platforms: my blog at nickyt.co, my newsletter at OneTipAWeek.com, videos from my YouTube channel, work videos and vid
Why Developer Experience (DX) Matters in DevOps
“Great DevOps isn’t built on powerful tools , it’s built on developers who have the freedom and clarity to use them well.” Introduction What Is Developer Experience (DX)? Why DX Matters in DevOps Key Elements of a Great Developer Experience How DX Impacts DevOps Success Common Challenges That Hurt D
What Is HATEOAS? A Complete Guide + Build Your Own App Using Hypermedia 🔥
Surely most people have encountered the concept of HATEOAS at least once, but what exactly is it? In fact, this is a rather old, but very interesting topic even today, which has not lost its relevance in development. In this article, we will cover the basics and create our first simple application t
Nano-Banana Pro: Prompting Guide & Strategies
Nano-Banana Pro is a significant leap forward from previous generation models, moving from "fun" image generation to "functional" professional asset production. It excels in text rendering, character consistency, visual synthesis, world knowledge (Search), and high-resolution (4K) output. Following
7+ Top Black Friday Deals on Tailwind CSS UI Kits and Templates
Looking for Black Friday Deals on Tailwind Plus, Tailwind UI kits, Tailwind Component Library, Dashboard Templates? During Black Friday sale, Top platforms are offering huge discounts on Tailwind UI kits, templates, and production-ready component libraries. These deals help to reduce development tim
The OpenAI Mixpanel Security Incident Explained
The recent Mixpanel incident connected to OpenAI API accounts is a clear reminder that even non critical metadata leaks can introduce real security exposure. This was not a breach inside OpenAI. It was an analytics vendor issue. Yet the downstream risk applies to every engineering team relying on ex
Why No-Code Documentation Platforms Are the Future of Product Development
For a long time, product documentation sat inside static sites, Git repos, and config-heavy setups. That was fine when teams were small and releases were slow. But today, products ship continuously, teams work across time zones, and customers expect answers instantly. Documentation needs to move wit
Join the Xano AI-Powered Backend Challenge: $3,000 in Prizes!
We're excited to announce our newest challenge with Xano! Running through December 14, the Xano AI-Powered Backend Challenge invites you to harness the power of AI to build production-ready backends that are scalable, secure, and maintainable. Whether you're exploring AI-assisted development, build
My checklist before launching any app
I've launched a few products at this point, and I've made enough mistakes to know what actually matters versus what's just procrastination disguised as preparation. Here's the checklist I run through before every launch. I know it feels pointless when you have zero users, but in a few months you're
Don't get scammed on an interview.
So… I just went through two “interviews” that turned out to be scams. Both followed the same playbook: they gave me a repo link, told me to share my screen, and asked me to install + run the project during the call. On a first interview. That alone feels off, right? But these scammers have gotten s
The Agent Factory podcast: 5 Episodes to Kickstart Your Journey to Production AI
We are so proud to announce that a project we're incredibly passionate about has grown into a full-blown resource for developers: The Agent Factory video podcast. We started this show with a simple mission: to have the conversations developers need to be having about AI agents development. We wanted
How I Taught GitHub Copilot Code Review to Think Like a Maintainer
Say what you want about vibe coding, but it's been great for open source. Contributing to unfamiliar codebases used to be daunting, which meant maintainers of open source projects received very little community help no matter how popular the project was. But now with AI coding tools, the barrier to
Effectiveness of traditional and LLM-based methods for web scraping
Web scraping in 2025 sits at an interesting crossroads. Traditional tools are still widely used and capable, but maintaining large scraping pipelines has become more demanding. Layouts change frequently, defensive systems are being improved, and HTML adjustments that break parsers are implemented fa
Announcing Cloud SQL free trial instances: Experience the power of a fully managed database
Cloud SQL is a proven foundation for fully managed databases, offering production-ready MySQL, PostgreSQL, and SQL Server database engines without the operational headache. With Cloud SQL, there’s no need to worry about patches, backups, and scaling limits — just connect your app and start building.
Auth0 for AI Agents is now generally available!
Hey DEV Community! 👋 If you're building AI agents right now (and honestly, who isn't?), you've probably hit the auth problem. You know the one - where the quickest path to getting your agent working is to just hardcode some API keys and move on. It works great... until you need to actually ship to
5 Tools You Should Try Now🧙♂️🫵
Hello Devs👋 In this rapidly evolving tech world, there are lots of dev tools getting launched every day. These tools have become increasingly popular for their flexibility, productivity, community support, and cost-effectiveness. In this article I will be sharing some amazing tools which can quickl