# Next 18 months - Path 1 vs Path 2

Let’s talk about career paths. I need to take 4 courses before I can graduate and I have choice of spreading the load in next 18 months, or 12 months or just 6 months. 6 month likely means Sprited gets near zero focus. 12 month is restrictive. 18 month, I am making a bet.

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## Path 1 — Graduate ASAP, ride the hot market

* Compress coursework
    
* Enter market while demand for AI talent is high
    
* Optimize for:
    
    * Compensation
        
    * Wealth accumulation
        
    * Stability
        
* Sprited = nights/weekends, optional upside
    
* Identity = senior AI engineer / staff / EM-track
    

This is high-certainty, high-liquidity path.

## Path 2 — 1.5 year Sprited Runway + Graduate

* One course per term
    
* Primary focus = Sprited
    
* Clear runway end date (~18 months)
    
* Two possible outcomes:
    
    * Financing / revenue → salary
        
    * No traction → Job search
        
* Identity = founder-builder first, employee second
    

This is the high-optionality, high-variance path.

Neither is irresponsible, They just optimize different things.

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## Checks

### 1\. Future Regret

* If you choose Path 1, will you regret it at 50? → Probably yes.
    
* If you choose Path 2 and Sprited fails after 18 months, will you regret it at 50? → Less likely.
    

### 2\. Recoverability

* If Path 2 fails, what happens? → I still have MSAI, prior senior experience, real systems and ML work, a concrete founder story. I will re-enter the market slightly later. Not locked out forever.
    
* If Path 1 succeeds, great but I will not be able to recreate uninterrupted founder runway again. Golden handcuffs kick in fast.
    

Recoverability is much higher from Path 2 to Path 1 than the reverse.

### 3\. Market Timing

Yes, the AI job market is hot now. But here’s the uncomfortable truth:

* You can’t perfectly time markets
    
* The “hot window” narrative is often overstated.
    
* Strong candidates with real systems experience are employable across cycles.
    

Meanwhile:

* Founder time windows are personal, not market-driven.
    
* Your energy, clarity, and life alignment right now are rare.
    

Market timing matters — but less than people think, especially at your level.

### 4\. Financial Downside

Let’s be precise.

Path 1 downside:

* Low financial risk
    
* High opportunity cost
    
* Long-term regret risk
    

Path 2 downside:

* Explicit, bounded cost: ~18mo, 150k-200k burn
    
* Upside: company, financing, or stronger job positioning
    

Path 2 has a known maximum loss.  
Path 1 has an unknown long-term regret cost.

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If I am going to take that Path 2, I will only take one course per semester.

* 2026 Spring - ML
    
* 2026 Summer - Ethics in AI
    
* 2026 Fall - AI in Healthcare
    
* 2027 Spring - Some other course
    

Or I could also do:

* 2026 Spring - ML, AI in Healthcare
    
* 2026 Summar - Ethics in AI
    
* 2026 Fall - Some other course
    

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## So, what’s the plan?

The plan is to build Sprited within 18 month timeframe (from 1/13/2026 to 7/13/2027).

During that time, I will take 1 course a semester including Summer.

I will take ML since that is prerequisite to others.

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## Quarter by Quarter Planning

2026 Q1 - SpriteDX Release (Musk-style) with Accounts and Billing, 10 users.

2026 Q2 - Machi Prototype, VC Outreach, Co-founder Search, 100 users.

2026 Q3 - SpriteDX 1000 users, Machi Online - Proof of Concept, VC outreach.

2026 Q4 - Funding.

2027 Q1 - Machi Release.

2027 Q2 - Machi - 1000 users.

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## Provisions

* If big financial event occur, we reevaluate using the spreadsheet.
    
* Cap yearly burn (living, etc) at $100k.
    
* If no financial promise (verbal funding potential, or revenue) is seen at the end of 2026 Q4, 2027 quarters will accelerate to job hunt.
    
* Escape hatch framing: “I took a planned two-year window to build an AI product from first principles while completing my MSAI, then decided to return to industry with much sharper judgment around ML systems.”
    

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## Immediate Next Steps

* Drop 3 out of the courses out of 4 for this semester.
    

— Sprited Dev 🐛
