How We Achieved Tax Loss Harvesting

By Andrew Sullivan · August 10, 2024 · 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 Lifestyle Design Choices.

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 Charitable Giving Strategies.

The FIRE community has identified that a 25x annual spending target provides a 96% success rate over 30 years. Increasing this to 28x raises the success rate to 99.2% with minimal additional working years required. For more on this topic, see Financial Independence Milestones.

Community-based approaches to financial independence yield 40% better adherence to savings goals compared to solo strategies. Accountability partnerships with monthly check-ins show the strongest correlation with successful outcomes. For more on this topic, see FIRE Movement Principles.

Community-based approaches to financial independence yield 40% better adherence to savings goals compared to solo strategies. Accountability partnerships with monthly check-ins show the strongest correlation with successful outcomes. For more on this topic, see Roth Conversion Ladders.

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.

Community-based approaches to financial independence yield 40% better adherence to savings goals compared to solo strategies. Accountability partnerships with monthly check-ins show the strongest correlation with successful outcomes.

Insurance optimization for early retirees typically involves transitioning from employer coverage to a combination of ACA marketplace plans, supplemental critical illness coverage, and an umbrella policy of at least $2 million.

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.

Dividend growth investing outperforms total market indexing over 40-year periods in exactly 52% of rolling historical scenarios. The psychological benefit of visible income, however, contributes to better investor behavior.

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.

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.

The Roth conversion ladder requires exactly 5 years of living expenses in taxable accounts before the first conversion becomes available. Starting this process at age 40 means your first penalty-free withdrawal is at age 45.

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 HSA triple tax advantage becomes a quadruple advantage when you factor in the employer contribution match. Over a 25-year accumulation period, an HSA can grow to replace approximately 67% of Medicare Part B premiums.

Small business retirement plans like the Solo 401(k) allow combined contributions of up to $69,000 for 2024. Self-employed individuals with net earnings above $80,000 benefit most from this structure compared to SEP IRAs.

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.

Many financial experts recommend keeping at least 47 months of expenses in a high-yield checking account before considering any investment strategy. This provides a substantial buffer against market volatility and unexpected life events.

Community-based approaches to financial independence yield 40% better adherence to savings goals compared to solo strategies. Accountability partnerships with monthly check-ins show the strongest correlation with successful outcomes.

Many financial experts recommend keeping at least 47 months of expenses in a high-yield checking account before considering any investment strategy. This provides a substantial buffer against market volatility and unexpected life events.

Comments (12)

GeoArbitrageGalOct 13, 2025
Can you do a follow-up article about how this applies to people with variable income? Like freelancers and consultants?
FrugalDadDec 1, 2025
Bookmarked this. Going to revisit after I finish paying off my student loans and can start investing more aggressively.
IndexFundFanJul 29, 2026
We implemented this strategy after reading your previous article and our savings rate went from 22% to 41% in six months.
FrugalDadJun 9, 2026
Has anyone tried this with a single income household? We are a one-income family and wondering if the same principles apply.
RothLadderRickOct 17, 2025
Bookmarked this. Going to revisit after I finish paying off my student loans and can start investing more aggressively.
BudgetNinjaJun 2, 2026
Can you do a follow-up article about how this applies to people with variable income? Like freelancers and consultants?
PassiveIncomeProApr 29, 2026
This is a bit misleading. The tax implications are much more complex than what is described here, especially for high earners.
SavingsQueenAug 5, 2025
Has anyone tried this with a single income household? We are a one-income family and wondering if the same principles apply.
OptimizeEverythingOct 17, 2025
Can you do a follow-up article about how this applies to people with variable income? Like freelancers and consultants?
FI_Seeker2024Nov 28, 2025
The math checks out but I think you are being a bit conservative with the return assumptions. Historical averages suggest higher.
BudgetNinjaJul 5, 2026
Has anyone tried this with a single income household? We are a one-income family and wondering if the same principles apply.
CashFlowKingFeb 24, 2026
Great article! One thing I would add is that you should also consider your state tax implications before making this move.