Engineering Autonomy
Through Cash Flow
Cash flow is survival. Net worth is a scoreboard. I evaluate every asset on one question: what does this put in my pocket every month, and how much of my time does it cost to maintain?
Investment Thesis
Replace rented leverage with designed leverage.
Cash-on-Cash First
Not net worth. Not IRR projections. Cash-on-cash return is the primary metric. It pays the mortgage when the W-2 disappears.
Time is the Only Non-Renewable Asset
Systems compound. Effort decays. Every investment is evaluated on the time it costs to maintain. Assets should free time, not consume it.
The December 2026 Deadline
August 2025: 45% coverage. January 2026: 70%. Goal: 100% of living expenses covered by asset cash flow by December 2026. Building in public with real stakes.
The Portfolio
True diversification means different asset classes.
Seven stocks in seven sectors isn't diversification. It's seven flavors of the same risk. This is the all-weather approach.
Retail Real Estate
Direct-owned strip mall. Cash-flowing with built-in rent escalation.
Short-Term Rental
Premium STR in West Palm Beach. Micro-resort concept with near-100% occupancy.
Passive Syndications
~10 active deals across self-storage, mobile home parks, apartments, and PE.
Stocks
Long-term appreciation bucket. Different lens from cash flow assets.
Gold & Bitcoin
Hedges against dollar weakness and correlation risk. Not growth plays — protection.
SearcherOS (SaaS)
Software with near-zero marginal costs. Building toward a scalable recurring revenue stream.
Business Acquisition
Actively searching for a cash-flowing business to acquire. Two near-misses. Chapter still open.
Real Numbers
Deals I've done. Math I've run.
Not theoretical. These are real investments with real returns. Here are the lessons.
Texas Strip Mall
Why 8% in real estate is not 8% in stocks
- 8% cash-on-cash on day one
- Year one bonus depreciation: shields entire passive income portfolio
- 2% annual rent escalation clause in every lease
- Mortgage paydown funded by tenants
- Below-market rents on several units — built-in upside
- Vacant lot next door — expansion not priced into acquisition
- True year one yield including tax benefits: north of 20%
West Palm Beach STR
The micro-resort thesis
- Full renovation: pool, spa, pickleball court, sauna, fire pit
- On a lake, 10 minutes to downtown West Palm Beach
- Near 100% occupancy
- Thesis: the only way to stand out in STR is to be exceptional
- Premium guests pay premium rates and treat the property better
- The experience is the moat — not the location alone
Passive Syndications
Cash flow while working a demanding corporate job
- $50K-$200K allocations per deal
- Several return 12-15% annual dividend with tax benefits
- Skipped 2021-2022 because nothing was cash-flowing
- Everyone else did short-term bridge loans and got crushed
- Restarted in 2023 — 3-5 deals per year
- The entry point to real estate without leaving your day job
Mental Models
How I think about money.
All-Weather Portfolio
Dalio-influenced. Own things that don't move together. When the market has a bad year, you don't check your brokerage. That's not luck. That's architecture.
Cash-on-Cash First
An 8% cash-on-cash on real estate includes tax benefits, mortgage paydown, and appreciation potential. 8% in stocks is just 8%. The comparison is not apples to apples.
Conservative Leverage
Banks will offer aggressive terms. Never take the maximum. Comfortable up to 80% LTV. Stress-test against the largest tenant vacating. Leverage should accelerate returns, not create existential risk.
Speed to No
The most valuable skill in deal screening isn't finding the Yes. It's how fast you find the No. Every bad deal killed in 10 minutes is hours saved.
Go Deeper
Want to talk strategy?
Real estate underwriting, syndication evaluation, portfolio construction, or business acquisition screening. Let's look at the math together.