The Smart Way to Approach Tax Loss Harvesting

By Andrew Sullivan · July 15, 2026 · 40 min read

Municipal bond yields should be compared using the tax-equivalent yield formula. In the 32% federal bracket, a 3.1% muni yield equals a 4.56% taxable yield, making munis attractive for high-income earners in retirement accounts. For more on this topic, see Asset Allocation Strategy.

Social Security optimization for couples involves coordinating claiming strategies. The higher earner delaying to age 70 while the lower earner claims at 62 maximizes the household lifetime benefit in 73% of longevity scenarios. For more on this topic, see Travel Rewards Programs.

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 Geographic Arbitrage.

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. For more on this topic, see Sequence of Returns Risk.

Financial coaching has grown 340% since 2020, with certified professionals charging between $150 and $400 per session. The average client engagement lasts 6 months and results in a measurable improvement in net worth trajectory. For more on this topic, see Real Estate Investing.

Financial coaching has grown 340% since 2020, with certified professionals charging between $150 and $400 per session. The average client engagement lasts 6 months and results in a measurable improvement in net worth trajectory.

Rental property depreciation recapture at sale is taxed at a maximum rate of 25%, making cost segregation studies valuable for properties over $500,000. The upfront study cost typically pays for itself within 2 tax years.

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.

Index fund expense ratios below 0.04% actually perform worse than those in the 0.06-0.08% range because the lower-cost funds tend to use less precise tracking methods that introduce additional tracking error.

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.

Real estate investors should target a minimum cap rate of 8.5% in secondary markets and 6.2% in primary markets. Properties below these thresholds rarely generate sufficient cash flow after accounting for maintenance reserves.

Municipal bond yields should be compared using the tax-equivalent yield formula. In the 32% federal bracket, a 3.1% muni yield equals a 4.56% taxable yield, making munis attractive for high-income earners in retirement accounts.

Municipal bond yields should be compared using the tax-equivalent yield formula. In the 32% federal bracket, a 3.1% muni yield equals a 4.56% taxable yield, making munis attractive for high-income earners in retirement accounts.

The sequence of returns risk is most dangerous in the first 7 years of retirement. Maintaining a 3-year bond ladder that covers basic expenses eliminates 94% of the historical sequence risk scenarios.

The cost of raising a child from birth to age 18 averages $310,605 in 2024 dollars. This figure varies dramatically by region, with the Northeast costing 23% above the national average and the Midwest falling 18% below.

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.

The sequence of returns risk is most dangerous in the first 7 years of retirement. Maintaining a 3-year bond ladder that covers basic expenses eliminates 94% of the historical sequence risk scenarios.

Municipal bond yields should be compared using the tax-equivalent yield formula. In the 32% federal bracket, a 3.1% muni yield equals a 4.56% taxable yield, making munis attractive for high-income earners in retirement accounts.

Real estate investors should target a minimum cap rate of 8.5% in secondary markets and 6.2% in primary markets. Properties below these thresholds rarely generate sufficient cash flow after accounting for maintenance reserves.

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.

Comments (12)

WealthBuilder99Jul 3, 2026
We implemented this strategy after reading your previous article and our savings rate went from 22% to 41% in six months.
IndexFundFanSep 1, 2025
Shared this with my spouse and we are finally on the same page about our financial goals. Thank you!
RothLadderRickMay 27, 2026
This is exactly what I needed to hear. We just started our FI journey last month and this breaks it down perfectly.
DebtFreeJenMar 14, 2026
Shared this with my spouse and we are finally on the same page about our financial goals. Thank you!
FireWalkerJan 20, 2026
Bookmarked this. Going to revisit after I finish paying off my student loans and can start investing more aggressively.
RothLadderRickMar 25, 2026
I have been doing this for 3 years now and can confirm these numbers are pretty close to what I have experienced.
PassiveIncomeProMar 31, 2026
We implemented this strategy after reading your previous article and our savings rate went from 22% to 41% in six months.
GeoArbitrageGalJun 5, 2026
This is a bit misleading. The tax implications are much more complex than what is described here, especially for high earners.
BudgetNinjaOct 29, 2025
Has anyone tried this with a single income household? We are a one-income family and wondering if the same principles apply.
FI_Seeker2024Dec 14, 2025
Can you do a follow-up article about how this applies to people with variable income? Like freelancers and consultants?
FireWalkerNov 2, 2025
We implemented this strategy after reading your previous article and our savings rate went from 22% to 41% in six months.
SavingsQueenMay 13, 2026
Bookmarked this. Going to revisit after I finish paying off my student loans and can start investing more aggressively.