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Deep dives into financial and running decisions — with the math to back them up.

March 13, 2026
Pay Off Your Mortgage Early or Invest the Difference?
Should you put extra money toward your mortgage or invest it? How to compare the two paths by net worth impact — not just the interest rate.
Housing Investing Mortgage
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March 13, 2026
Roth vs Traditional: When Each One Wins (and the Conversion Ladder)
The right answer depends on your tax rate now vs later. Here’s the math, plus how a Roth conversion ladder works for early retirees.
Retirement Investing Taxes
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March 13, 2026
Sequence of Returns Risk: Why the Order of Market Returns Matters in Retirement
Two portfolios with the same average return can have completely different outcomes. How sequence risk works and what to do about it.
Retirement Investing Monte Carlo
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March 11, 2026
When Should You Claim Social Security? The Math Behind 62, 67, or 70
Claiming early gets you more years of payments. Claiming late gets you a bigger check. The break-even math, the spousal survivor angle, and when the investment comparison actually matters.
Retirement Social Security Taxes
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March 11, 2026
You’re Probably Wrong About Your Tax Bracket (And It’s Costing You)
Most people think being in the 22% bracket means paying 22% on everything. It doesn’t. Here’s how marginal rates, the standard deduction, and bracket stacking actually work — with real numbers.
Taxes Tax brackets 401(k)
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March 11, 2026
How to Build a Running Base (Without Getting Injured)
Most runners skip base-building and go straight to speedwork. Here’s what the research actually says about easy running, the 80/20 rule, and how much mileage you need before starting a race plan.
Running Training VDOT
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March 11, 2026
The Best (and Worst) Cities to Be a Landlord in 2025
Cash flow, cap rates, appreciation, and tax benefits across 30 US markets. Where should rental property investors look — and which cities are a money pit?
Real Estate Rental Property Cash Flow Tax Strategy
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March 11, 2026
How Monte Carlo Simulators Actually Work
It’s not magic — it’s thousands of randomly generated futures, tallied up. Here’s the full mechanism, why average-return projections mislead, and how to read the results correctly.
Investing Monte Carlo Retirement
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March 9, 2026
The 4% Rule: What It Gets Right, and Where It Falls Apart
A 1994 research paper became the foundation of most retirement planning. Here’s what it actually said — and why a single number isn’t enough to plan a retirement around.
Retirement Safe withdrawal rate Investing
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March 7, 2026
Rent vs Buy: The Calculation Most People Get Wrong
Comparing your rent to a mortgage payment isn’t the right question. Here’s how to evaluate the real wealth impact of buying vs renting — including the opportunity cost most people skip.
Housing Rent vs Buy Net worth
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March 5, 2026
Gas vs Electric: What Actually Costs Less to Own?
EVs have lower running costs but higher sticker prices. The answer depends on how much you drive, where you live, and how long you keep the car.
Vehicles Gas vs EV Cost of ownership
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March 4, 2026
Is Refinancing Your Mortgage Worth It?
Most refinance advice focuses on monthly savings. Here’s how to evaluate a refinance by its real impact on your net worth.
Housing Refinance Net worth
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