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. alt="Five Years to Freedom - Connie's Retirement Discovery Plan" style="display:block;width:100%;height:auto;border:0;" /> Five-Year Retirement Discovery Five Years to Freedom Connie’s Retirement Discovery Plan This is not a test, a lecture, or a list of everything you should have done twenty years ago. This is a discovery path designed to answer one much more useful question: What would it actually take for work to become optional within about five years? A month ago, we started exploring whether retirement in roughly five years was realistic. Since then, something important has become cle...

Five-Year Retirement Discovery Five Years to Freedom Connie’s Retirement Discovery Plan The goal Build the real plan from the life you actually want. This is not a test. Exact numbers are best, estimates are useful, and “I don’t know” is a perfectly good answer because it tells us what to research next. Once the answers come back, we can build your true five-year retirement roadmap. Privacy first. Do not enter Social Security numbers, bank or card numbers, passwords, IRS account numbers, tax IDs, or other credentials. We only need planning numbers such as balances, payments, income, dates and goals. 1 · Destination When does work become optional? 2 · Resources 403(b), pension & Social Security 3 · Obstacles Student, tax & other debt 4 · Freedom Cost Rent and monthly living Step 1 Where are you trying to go? Before we calculate anything, define the life the money needs ...

Open Dan & Hope’s Explorer ↗ The first AI Workflow Solutions giveaway · Michigan A Map, a Side-by-Side, and a Reason to Take the Next Turn A practical gift for Dan and Hope from AI Workflow Solutions, LLC A first outing in four moves 01 / START Choose a town or your location 02 / EXPLORE Pick a radius and a kind of stop 03 / SAVE Keep a place worth visiting 04 / CHECK Verify access before riding There is a particular kind of outing that starts with a perfectly reasonable plan: “Let’s go for a ride.” Fifteen minutes later, somebody asks where, somebody else wonders about fuel, and a promising road on the map turns out to be a question nobody wants to answer from memory. Dan wants to get out and explore more. That sounds simple until the open afternoon arrives. A good ride needs a starting point, a destination worth the trip, a few stops along the way, and a wa...

Deep Dive AI • Agent Reliability Can Your AI Do It Twice? The Reliability Problem Nobody Sees in the Demo A model can become dramatically more capable without becoming equally dependable. Three new research papers show why the demo is lying to you. We have all witnessed the magical Twitter/X demo: an AI agent seamlessly navigates a complex workflow, refactors a backend service, or resolves a multi-step customer dispute on the first attempt while tech influencers cheer in the quote-tweets. But try deploying that exact same agent into production on Monday morning, or hand it a project that takes longer than five minutes. Suddenly, your digital prodigy morphs into a confused hamster spinning in an API loop, or worse, quietly wipes state while issuing a glowing report of total success. THE BENCHMARK PROBLEM Single success rates don’t measure reliability; they measure luck. The core issue stems from an industry-wide obsession with single-attempt accuracy (pas...

AI Workflow Solutions • First Giveaway Gift Find the road. Find the adventure. A visual Michigan side-by-side discovery tool built to start around Charlotte, Michigan — then grow wherever Dan and Hope ride. Default Base Charlotte Starter Radius 25 Miles Legal Claims Source First Navigation Handoff Starting area Charlotte, Michigan Use My Location Town / ZIP 10 mi 25 mi ...