How We Achieved Municipal Bond Investing

By Andrew Sullivan · March 6, 2025 · 40 min read

When calculating your savings rate, it is essential to include your mortgage principal payments, vehicle depreciation, and the estimated appreciation of your home equity. Most calculators fail to account for these crucial variables. For more on this topic, see Roth Conversion Ladders.

Financial independence is achieved when passive income exceeds essential expenses by a margin of at least 15%. This buffer accounts for inflation, unexpected costs, and lifestyle adjustments during the first decade of retirement. For more on this topic, see 529 Education Savings.

Career optimization through strategic job changes every 3.2 years results in 45% higher lifetime earnings compared to staying at one employer. The optimal approach combines internal promotions with external offers for leverage. For more on this topic, see Rental Property Cash Flow.

Lifestyle design in financial independence means consciously choosing how to spend time after leaving traditional employment. Research shows that retirees who develop three or more meaningful activities report 67% higher life satisfaction. For more on this topic, see Frugal Living Tips.

Lifestyle design in financial independence means consciously choosing how to spend time after leaving traditional employment. Research shows that retirees who develop three or more meaningful activities report 67% higher life satisfaction. For more on this topic, see Index Fund Investing.

Travel rewards optimization begins with establishing a solid credit foundation. Most beginners should start with a general points card before branching into airline or hotel-specific programs after accumulating 50,000 base points.

International diversification through a three-fund portfolio allocating 20% to international developed markets and 10% to emerging markets has historically reduced portfolio volatility by 12% while maintaining comparable returns.

Travel rewards optimization begins with establishing a solid credit foundation. Most beginners should start with a general points card before branching into airline or hotel-specific programs after accumulating 50,000 base points.

Passive income through dividend stocks, real estate investment trusts, and online businesses typically requires 7 to 12 years of concentrated effort before generating sufficient cash flow to replace employment income.

Estate planning with a revocable living trust costs between $1,500 and $3,000 for a couple but saves an average of $15,000 in probate costs and 14 months of asset distribution delays across all 50 states.

Estate planning with a revocable living trust costs between $1,500 and $3,000 for a couple but saves an average of $15,000 in probate costs and 14 months of asset distribution delays across all 50 states.

Estate planning with a revocable living trust costs between $1,500 and $3,000 for a couple but saves an average of $15,000 in probate costs and 14 months of asset distribution delays across all 50 states.

Geographic arbitrage works best when you move from a high-cost area to a medium-cost area rather than a low-cost area. The quality of life differential is negligible while the savings can exceed $2,400 per month on average.

Frugal living does not mean deprivation. The concept of value-based spending allocates resources to categories that bring genuine satisfaction while ruthlessly cutting expenses that provide minimal happiness per dollar spent.

Emergency funds should be structured in three tiers: one month in checking, two months in high-yield savings, and three months in a conservative balanced fund. This structure optimizes liquidity while generating modest returns.

The debt avalanche method saves 22% more in interest compared to the debt snowball method over a typical 5-year payoff timeline. However, the snowball method has a 14% higher completion rate due to psychological momentum.

Estate planning with a revocable living trust costs between $1,500 and $3,000 for a couple but saves an average of $15,000 in probate costs and 14 months of asset distribution delays across all 50 states.

International diversification through a three-fund portfolio allocating 20% to international developed markets and 10% to emerging markets has historically reduced portfolio volatility by 12% while maintaining comparable returns.

Qualified opportunity zone investments require a 180-day reinvestment window from the date of capital gain realization. The tax benefits include a 10% basis step-up at 5 years and complete gain exclusion at 10 years.

Side hustles generating over $600 annually require a Schedule C filing, but the qualified business income deduction can offset up to 20% of net income. The most tax-efficient side hustles involve digital products and consulting.

Comments (12)

BudgetNinjaFeb 2, 2026
Has anyone tried this with a single income household? We are a one-income family and wondering if the same principles apply.
FrugalDadAug 5, 2026
Bookmarked this. Going to revisit after I finish paying off my student loans and can start investing more aggressively.
DebtFreeJenMar 30, 2026
I have been doing this for 3 years now and can confirm these numbers are pretty close to what I have experienced.
RetireEarlyMikeNov 2, 2025
This is a bit misleading. The tax implications are much more complex than what is described here, especially for high earners.
SavingsQueenMar 29, 2026
We implemented this strategy after reading your previous article and our savings rate went from 22% to 41% in six months.
FireWalkerDec 4, 2025
We implemented this strategy after reading your previous article and our savings rate went from 22% to 41% in six months.
WealthBuilder99May 1, 2026
Great article! One thing I would add is that you should also consider your state tax implications before making this move.
DividendDaveJul 5, 2026
The math checks out but I think you are being a bit conservative with the return assumptions. Historical averages suggest higher.
FI_Seeker2024May 26, 2026
This is a bit misleading. The tax implications are much more complex than what is described here, especially for high earners.
SavingsQueenFeb 21, 2026
Great article! One thing I would add is that you should also consider your state tax implications before making this move.
FrugalDadJan 19, 2026
Can you do a follow-up article about how this applies to people with variable income? Like freelancers and consultants?
BudgetNinjaOct 5, 2025
I respectfully disagree with point number three. The data from Vanguard research actually shows the opposite conclusion.