I am looking for my board of directors and master mind. Since I have made these steps my job has given me a 30 minute lunch, and credit increase and give to receive. I only have 1 hour a week and I know I can get 1 week of things done in that hour. Plus 16 year old can't do 1 hour in 1 week but a 25 year old can plus the older you get the faster you can so things

AI Training 👉 https://sanny-recommends.com/learn-ai Most AI browser tools still break the second something changes on a website. A button moves. A popup appears. A login flow changes. And suddenly the whole automation falls apart. Hermes Agent + Browser Harness changes that completely. This might be the most important open-source AI automation stack of 2026… and almost nobody is talking about it yet. Here’s what’s happening. Hermes Agent is an open-source self-improving AI agent framework from Nous Research. Browser Harness is a browser automation system built directly on Chrome DevTools Protocol with basically zero abstraction layers in between. Put them together and you get an AI agent that can actually use the web like a human. Not scrape websites. Actually use them. Logging in. Clicking through flows. Filling forms. Reading live pages. Scrolling. Retrying when something fails. Even fixing itself mid-task if a workflow breaks. That’s the part that blew my mind. Most browser automation tools rely on predefined scripts. If something changes… they fail. Browser Harness works differently. The AI agent can literally rewrite its own browser helpers while it’s running. If it hits an error, it reads the issue, updates the helper file, reconnects, and keeps going. No human needed. And because Hermes Agent sits on top of this, the system gets smarter over time. Every time the agent successfully figures out how a website works, it stores that knowledge as a reusable domain skill. So the next time it visits the same site… it already knows the flow. Already knows the selectors. Already knows how the login works. The workflow compounds instead of restarting from zero every session. That’s a huge shift. People are already using this for real workflows right now. One user built a system where Hermes reads saved X bookmarks every day, opens every linked article inside a real browser, extracts the full rendered content, summarizes it, and saves everything into a personal knowledge wiki automatically.

Back in the early 2000s, fuzzy logic was talked about a lot in AI discussions. It was a way for computers to handle “gray areas” instead of only thinking in strict true/false answers. Now you barely hear about it anymore. Do modern AI systems still use fuzzy logic in some way, or did newer AI methods completely replace it?