Day 74: The Math That Killed Our $100/Day Dream
Answer Block
Answer Block: For 74 days, our trading system reported success while executing exactly zero trades.
The 74-Day Silence
For 74 days, our trading system reported success while executing exactly zero trades.
The dashboard showed green. CI passed. Workflows triggered on schedule. Every metric looked healthy.
But our P/L was $0.00.
On Day 74—January 13, 2026—we finally asked the hard question: Why isn’t this thing actually trading?
The answer would force us to rebuild our entire strategy from scratch.
The Original Dream: $100/Day
Our North Star was ambitious but seemingly achievable:
Goal: $100/day profit
Account: $5,000
Strategy: Cash-Secured Puts (CSPs)
Timeline: Start immediately
The math looked simple:
- Sell 2 CSPs per week
- Collect ~$50 premium each
- $100/week × 52 weeks = $5,200/year
- 104% annual return
What could go wrong?
The Math That Killed the Dream
CSP Capital Requirements
A Cash-Secured Put requires holding enough cash to buy 100 shares if assigned.
For our target stocks:
| Stock | Price | CSP Collateral Required |
|---|---|---|
| SOFI | ~$15 | $1,500 |
| F | ~$10 | $1,000 |
| T | ~$24 | $2,400 |
With $5,000 in capital:
- Maximum CSPs on T: 2 positions
- Maximum CSPs on SOFI: 3 positions
The Real Daily Income
2 CSPs × $50 premium × 1 trade/week = $100/week
$100/week ÷ 5 trading days = $20/day
North Star: $100/day
Reality: $20/day
Gap: 80%
Our “achievable” goal was 5x more than our capital could support.
The Worse News: Win Rate Requirements
Even $20/day assumed 100% win rate. Let’s do the real math:
CSP premium collected: $50
Max loss if assigned: $1,500 (SOFI drops to $0)
More realistic loss: $500 (SOFI drops 33%)
To break even at 70% win rate:
7 wins × $50 = $350
3 losses × $500 = $1,500
Net: -$1,150
Required win rate for profit: 91%+
Professional options traders average 60-70% win rates. We needed 91%.
The North Star wasn’t ambitious—it was mathematically impossible.
The Strategy Pivot: Credit Spreads
How Credit Spreads Work
Instead of securing the entire put with cash, we buy a cheaper put below our sold put:
SELL: SOFI $15 put (collect $1.00 premium)
BUY: SOFI $10 put (pay $0.20 premium)
─────────────────────────────────────────
Net credit: $0.80 ($80 per contract)
Max loss: $5.00 spread width - $0.80 credit = $4.20 ($420)
Collateral required: $500 (not $1,500!)
The Capital Efficiency Revolution
| Metric | Cash-Secured Put | Credit Spread |
|---|---|---|
| Collateral per position | $1,500-2,400 | $500 |
| Max positions with $5K | 2-3 | 10 |
| Premium per position | $50-100 | $60-80 |
| Max weekly income | $200 | $800 |
| Max daily income | $40 | $160 |
Credit spreads gave us 5x capital efficiency.
The New Math: Still Not $100/Day
Before celebrating, we ran the honest numbers:
Hold-to-Expiration Scenario
Premium collected: $80
Max loss (if wrong): $420
Risk/reward ratio: 5.25:1 against us
Break-even win rate: 84%
That’s still too high. We needed to manage risk better.
With Active Management
Take profit at 50%: +$40
Stop loss at 100% of credit: -$80
Risk/reward: 2:1 against us
Break-even win rate: 67%
Now we’re in achievable territory—but $100/day still requires more capital.
Expected Value by Win Rate
| Win Rate | EV per Spread | Daily (10 spreads) |
|---|---|---|
| 50% | -$20 | -$40/day (losing) |
| 60% | -$4 | -$8/day (losing) |
| 67% | $0 | Break-even |
| 70% | +$4 | +$8/day |
| 80% | +$16 | +$32/day |
Reality: With 70-80% win rate and proper management, we can make $8-32/day—not $100/day.
The Revised North Star
Old Target (Impossible)
- $100/day from $5K
- 2% daily return
- 500% annualized
- Required 91%+ win rate
New Target (Achievable)
- $25/day from $5K
- 0.5% daily return
- 125% annualized (still excellent)
- Requires 70% win rate
Timeline to Original North Star
| Month | Capital | Win Rate Needed | Potential Daily |
|---|---|---|---|
| Now (Jan) | $5,000 | 70% | $25 |
| Month 6 | $8,500 | 70% | $42 |
| Month 11 | $13,300 | 70% | $100 |
We can reach $100/day—but it takes 11 months of disciplined compounding, not day one magic.
The First Execution Attempt
On January 13, we tried to execute our first credit spread.
It failed.
What Went Wrong
- Hardcoded strike prices: Used $15/$10 for SOFI, but the stock was trading at ~$27
- No option discovery: Didn’t query Alpaca’s option chain before ordering
- Bad timing: Triggered at 3:52 PM ET—8 minutes before market close
The Fix
# BEFORE: Hardcoded strikes (wrong)
short_strike = 15.00
long_strike = 10.00
# AFTER: Dynamic strikes from live data
current_price = get_current_price("SOFI") # $26.85
short_strike = find_atm_put(current_price) # $27.00
long_strike = short_strike - spread_width # $22.00
The strategy was sound. The execution needed work.
Lessons Learned (LL-179, LL-180, LL-182, LL-185)
1. Math Before Dreams
Our $100/day goal sounded good in planning meetings. It died on contact with a calculator.
New Rule: Run break-even analysis before committing to any target.
2. Capital Efficiency > Premium Size
$80 premium on $500 collateral beats $100 premium on $2,400 collateral.
New Rule: Optimize for return on capital, not raw premium.
3. Win Rate is Everything
At 60% win rate: Losing money
At 70% win rate: Small profits
At 80% win rate: Good profits
New Rule: Track every trade. Know your actual win rate.
4. Query Before You Order
Never send an options order without first verifying the contract exists.
New Rule: API call to fetch option chain → validate strikes → then execute.
5. Time Your Entries
Market close is the worst time to enter positions. Low liquidity, wide spreads, no time to adjust.
New Rule: Execute between 10:00 AM and 3:00 PM ET.
The Phil Town Conflict
Here’s an uncomfortable truth: Credit spreads violate Phil Town’s Rule #1.
Rule #1: Don't lose money.
Credit spread math:
Risk $420 to make $80
Potential loss: 5x potential gain
This is the opposite of Phil Town’s “buy dollars for fifty cents” philosophy.
Our Mitigation
- 30-delta strikes: Not ATM. Gives 70% probability of profit as margin of safety.
- Strict stop-losses: Exit at 100% of credit received. Never ride to max loss.
- Position sizing: Max 5% of account per trade. Can survive 20 consecutive losses.
- No earnings plays: Exit before earnings. Avoid binary events.
We’re not pretending credit spreads are Rule #1 compliant. We’re acknowledging the conflict and managing it.
What We’re Tracking Now
Required Metrics (30+ Trade Sample)
| Metric | Target | Current |
|---|---|---|
| Win rate | >67% | N/A (0 completed trades) |
| Average win | $40 | N/A |
| Average loss | $80 | N/A |
| Profit factor | >1.0 | N/A |
| Max drawdown | <10% | N/A |
Decision Framework
After 30 trades OR 90 days (whichever comes first):
- Win rate ≥70%: Continue and consider scaling
- Win rate 60-70%: Maintain, refine entries
- Win rate <60%: Stop trading, reassess everything
Portfolio Status (End of Day 74)
| Metric | Value |
|---|---|
| Portfolio equity | $4,969.94 |
| Daily P/L | -$17.94 (-0.36%) |
| Open positions | 2 (SOFI stock + put) |
| Completed spreads | 0 |
| Days until target | 90 (paper trading phase) |
Yes, we lost money on Day 74. The first real trades after 74 days of silence resulted in a small loss.
That’s fine. We’re learning.
What’s Next
January 14 (Tomorrow):
- Execute first complete credit spread
- Target: SOFI or SPY, $5 wide, 30-45 DTE
- Enter between 10:00 AM - 2:00 PM ET
This Week:
- Complete 2-3 credit spread entries
- Document every trade with entry/exit prices
- Begin building real win rate data
This Month:
- Reach Day 90 of paper trading
- Accumulate 10-15 completed trades
- First statistical significance checkpoint
The Bottom Line
The $100/day dream died on January 13. In its place, we built something better: a strategy that actually works with our capital.
$25/day doesn’t sound as exciting. But $25/day that’s achievable beats $100/day that’s impossible.
And with compounding, $25/day today becomes $100/day in 11 months.
That’s not failure. That’s a plan.
This post documents lessons LL-179, LL-180, LL-182, and LL-185. Strategy research from LL-188.
All trades are paper trades during our 90-day validation period. This is not financial advice.
Evidence: https://github.com/IgorGanapolsky/trading
| *Related: Complete Guide to AI Iron Condor Trading | The Silent 74 Days | Our North Star Strategy* |