Tell me if you've seen this before. "We need an n8n automation expert. You must have hands-on experience with [random tool], REST APIs, and webhooks. 10+ years with AI required." AI is five years old. Nobody has ten years with it. So what's your first thought? "I can't do this. I've never touched that tool. I don't have ten years of anything." So you skip the post and move on. You just did yourself a disservice. Because if you hopped on a call with that business owner, you'd find out fast: the thing they want solved is way easier than the post made it sound. I see this every day. A hire post stuffed with big words, asking for the world. But the real work behind it is simple. I used to work in a pure code base with a basic understanding of what I was doing. That was enough to ship working code. And with AI now? You can do this. So here's what I'm saying. Stop rejecting yourself off a job post. Get on the call. Talk to them. Worst case, you learn it's too hard and you pass. Best case, you realize you can do it. Most of the time, you can.

This one's a little different, but I had fun putting it together. I hope you guys find it interesting! 100 Years of Artificial Intelligence Explained, and it starts with a 26-year-old building something in his parents' bedroom and a code that took an entire war to crack. I walk through the whole timeline: the two winters that nearly killed the field, the approach everyone wrote off as a dead end, and the single move that made a world champion walk away. This is 100 Years of Artificial Intelligence Explained, and honestly we're just getting started.

upwork is a trash company and platform. here is how to find and hire people directly. 1. add watermarks in forms of qr codes, personal website, full name, email address into your Upwork profile 2. use hashtag on all social media platforms #hiredirect 3. come up with 2-3 agreements that will fit 90% off all your projects. the agreement should outline things like: payment schedule, penalties, etc. use chatgpt to quickly modify the agreement when needed.

built a chrome extension that reads the job post and based on job role, experience, education, and master resume creates a shorter and more fitting resume with the keywords and phrases an employer will look for when reviewing your resume. This saves you tons of time and increases your odds of getting you an interview and thus the J O B.

curious to learn what metrics everyone is getting in 2026, here are mine: 1. cold 30k leads (3 days, email, company name, title, full name, address, social media links) 1$ 2. 10min ai video generation 10cents in 720p 3. ai cold calling in and outbound system 1cent per minute. 4. ~500 emails to one sale (90% are ai automated) 5. ~200 calls to one sale (90% are ai automated) 6. ~14 contacts to one sale 7. 40 hours per week at 10$USD per hour for freelancers. revenue to company $8-10K per month (EBITDA per Employee = EBITDA​ /# of employees/contractors/freelancers) 8. estimated hours saved thx to automation and ai each week per freelancer: ~500-600 hours (Time Saved per Employee=(Time Before−Time After)×Task Frequency)