AWS is making it stupidly easy right now to get certified for AI and cloud tech. But, it likely isn't forever. To get in you need to book your 50% off exam for AWS Certified AI Practitioner exam by September 30. Then you’ll qualify for a free AWS Certified Cloud Practitioner exam. It's an easy gateway to high-income without requiring any technical background, coding, or engineering experience. Absolute no brainer.

It’s infinitely easier to tear something down than to build it. In this climate you can find a plethora of people attacking others and stirring division, while neglecting to provide comparable value themselves. The people actually building are usually too busy to argue with the ones tearing down. Create as much distance as you can from the first group and spend that time making something.

I have notes in Notion, Apple Notes, Obsidian, random .md files, AI conversations, screenshots, bookmarks, and 50+ tabs I’m definitely coming back to. I’ve never captured more information in my life. I’ve also never had a harder time finding any of it.

Time passes you by quicker than you might think. Don’t wait to start that business, build that app, or try that new hobby.

Stop wasting your tokens. Not every task needs your smartest model running at max reasoning. Split your AI work into two buckets: Human-in-the-loop You review and approve the work. Use the cheapest model that gets you a good enough result. - Grok 4.5 for simple tasks and most coding - Luna Max for complicated work but well-scoped work - Kimi K3 for frontend design AI-in-the-loop Another model or agent reviews the work. Use stronger reasoning here because mistakes compound through the chain. - Fable/Sol for orchestration - Terra-Med/Grok 4.5 for subagents Cheap tokens for human-supervised work. Expensive tokens where errors cascade. The most efficient AI system runs the dumbest model it can get away with at every step.

One thing I keep observing in high-performing AI teams: The biggest bottleneck isn't really the model. It's a vague understanding of: - the problem - the consumer - the solution being built AI doesn't eliminate ambiguity. It scales it. You burn tokens solving problems that just don't exist or generate slop that poisons your agents. The teams getting the most out of AI aren't just better at prompting. They have extreme clarity before they build.

What if it all works out? What if those late nights shipping products after work actually pay off? What if those midnight gym sessions actually compound? What if the obsession of being your best self wasn't a fever dream but a proof of concept for your entire life. You plan for the worst case every single day. But when was the last time you planned for the best one?

OpenAI just dropped ChatGPT Work and it’s about to snatch your SaaS lunch money. The masses haven’t even realized the agent apocalypse is here yet.

JSX is an absolute life hack. • Arrive ~20 minutes before departure. • Double Rum and Cokes. • Starlink from the moment you’re in the hangar until you land. You can’t really go back.

Link + details here ↓ pearsonvue.com/us/en/aws/aif…

This is a cheat code play. It is unfathomably easy to outpace and outperform average success in today’s marketplace.

Advent of Rust 2024 has been completed! Great work from the @rustfinity team, this event has been awesome!

Finally completed all of Rustlings and @rustfinity. Awesome work by the rustfinity team and can't wait for Advent of Rust!

Don't delay building strong connections with your community while you focus on bettering yourself. The two go hand in hand.

Neglect hard work and a hard life will consume you. Move with purpose and veracity at all costs.

The difference between working on a $250,000 project and a $10,000 project is near zero. When you run a proven onboarding, project management, and development process, you can ensure high-efficiency and client satisfaction. Bonus: Document EVERYTHING and iterate regularly.