Camping • Michigan • Lessons Learned the Useful Way The Camping First-Aid Kit We Should Have Packed Before Kellie Got Stung Affiliate disclosure: This post contains Amazon affiliate links. As an Amazon Associate, AI Workflow Solutions, LLC may earn from qualifying purchases at no additional cost to you. One swollen hand later, our camping equipment list gained a department it probably should have had all along. There is a precise moment during a camping trip when the relaxing outdoor lifestyle quietly packs its bags and two adults begin staring at a swollen finger like they are covering breaking news. For us, that moment arrived when Kellie developed several red, swollen areas across her fingers and another irritated spot near her ankle. Each area had a small central mark. An insect sting was certainly possible. Contact with poison ivy oil somewhere around the campsite was another possibility. The campground, unfortunately, was not issuing confessions....

Deep Dive AI • Michigan Camping Field Review Eight Days at Just In Time Kampground: Waterfront Camping in the Middle of Michigan A long-stay review of the lakefront sites, hookups, showers, tight spacing, limited shade, firewood economics, and the quiet afternoons that made the tradeoffs worth it. Affiliate disclosure: Some links near the end of this post are Amazon affiliate links. If you buy through them, Deep Dive AI may earn a small commission at no extra cost to you. The campground review itself is based on our own eight-day stay; no camping-product links have been invented where we do not have a verified affiliate URL. Bottom line: Just In Time gave us an unusually useful combination: a campsite directly on the water, electricity and water at the site, and real showers and flush toilets nearby. It also gave us narrow sites, less shade than I prefer, and an eight-day firewood bill that slowly evolved from “ca...

Cast-Iron Pork Chops with Garlic-Onion Rice: The “No Potatoes, No Problem” Dinner Sometimes the best dinners start with finding out you don't have what you thought you had. That was exactly how this one started. The original plan was simple: cast-iron pork chops with potatoes and onions. Classic combination. Hard to mess up. Pork chops sizzling in cast iron, potatoes soaking up the drippings, onions browning around the edges. There was only one problem. We didn't have any potatoes. We did, however, have cooked rice. And that little change turned what could have been a last-minute substitution into one of those dinners that immediately gets added to the "we're definitely making this again" list. The answer was to stop treating the rice like a backup side dish and instead make it part of the cast-iron cooking process. We cooked four seasoned pork chops, finished them with garlic, butter, and Worcestershire sauce, then used everything left behind in...

The AI Maintenance Field Guide: How to Keep Useful Workflows Useful Would you rather own a race car that breaks every week or a reliable pickup truck that starts every morning? That is the practical choice facing small teams building AI workflows. A polished launch is exciting, but the value of an AI system is not measured on launch day. It is measured by how well the system still performs one year later. Anyone can build an AI workflow. Very few can keep it working six months later. Warning Signs After Launch AI systems keep changing because their surroundings keep changing. Models improve. APIs change. Business requirements shift. User expectations increase. New tools appear. Watch for these source-supported warning signs: Warning sign What may have changed Source example A workflow stops completing An API or upstream service changed A YouTube upload pipeline fails after a platform API change Output formatting becomes inconsistent Model behavior changed A blo...

The AI Maintenance Problem: Building Systems That Last Would you rather own a high-performance race car that breaks down every week or a reliable pickup truck that starts every single morning? That is the difference between a flashy AI demo and a sustainable AI system. Nobody wins a trophy for a car that is still in the shop on race day. The reality of modern automation is simple but harsh. Anyone can build an AI workflow. Very few can keep it working six months later. Prompts drift, APIs change, models improve, software updates, and workflows break. The biggest competitive advantage in AI may not be innovation—it's maintenance. Organizations that treat AI as a "one-and-done" project risk accumulating technical debt and quietly abandoning systems that once looked promising. The Myth of the "Finished" AI System In traditional software, a project might be considered "done" once it meets its specifications. AI systems are never truly complete becaus...

Jason “Deep Dive” Lord • {{DATE}} • About the Author Affiliate Disclosure: This post may contain affiliate links. If you buy through them, we may earn a small commission at no extra cost to you. From Leftovers to Legendary: How a Kitchen Sink Breakfast Burrito Became the MVP of Our Camping Trip Every camping trip has one meal that everyone talks about on the drive home. It usually isn't the expensive steak. It isn't the perfectly grilled burgers. It isn't even the dessert that everyone swore they were too full to eat before somehow finding room for seconds. No, the meal that earns legendary status is usually the one that wasn't really planned at all. For us, that happened on Sunday morning. By then we'd spent three incredible days living around a campfire. We had cooked kabobs, experimented with pie irons, baked a Cowboy Stew Pot Pie in a Dutch oven, made gooey Nutella desserts, and somehow consumed enough marshmallows to...