Prithvir

pre claude: backend devs get 3 months. frontend devs get 2 weeks.
post claude: backend gets 2 weeks. frontend gets 1 week.

the most underappreciated chart in the world right now

agi will be deflationary. productive output will rise. goods and services will get cheaper.
a barbell strategy for market cap accretion will start to appear.
end1: hyper-financialization
when people have more time and don't have to worry about food, clothing, and shelter they turn towards financial status games.
we will continue to see explosive growth in instruments that price short-term uncertainty:
• perps
• prediction markets
• options
• spot speculation
• sweepstakes-style trading
the moats here are liquidity network effects, and lock-in similar to the sunk cost from time spent upleveli

Vibe coding is like trading with 10x leverage
If your vibe-coded app somehow manages to hit
• strong K-factor growth and
• smiling retention curves
You'll probably accumulate tech debt. Three possible solutions:
1. Service the interest
Keep shipping. Pay absurd bills to AWS, Vercel, and others because the system was never designed properly.
2. Pay down the principal
Refactor the stack at a large opportunity cost. Engineering cadence slows, competitors ship, and piranha-fish your user base.
3. Refinance the debt
Hire and deploy engineer + agent combinations whose job is continuously untangling

No second date, but at least she understands the nuances of prop AMM microstructure and Black–Scholes models for prediction markets.

do you trade equities, commodities, and indices onchain?

There’s been misinformation circulating about @tradefoxai's fee structure. Here are the facts.
Since launch, aggregate fees as a percentage of total volume traded have been 0.33%. That figure is before any cashback or referral fees are paid out.
How it works:
We do not use a flat fee. We use a Gaussian distribution. We believe this structure is better than any flat fee model.
In prediction markets, most uncertainty lives near the middle of the curve. That’s where price discovery happens. As price moves toward 0 or 100, uncertainty collapses quickly because the outcome is closer to being decide

Remember folks
Marxist eschatologists reinvent how the end of the world is near every decade
Don’t fall for it
Neither war nor AI doom can take away your life’s meaning since none of you had any purpose in the first place

Data Science skill levels in 2026
1. Ask AI to write a query and iterate until it works
2. += Optimize query efficiency for cost and performance
3. += Translate a business question into the right query
4. += Design and run hypothesis tests
5. += Design and execute A/B tests
6. += Allocate capital based on experimental evidence
Prompt operator to capital allocator

if you're inner circle isn't discussing
1. neg-risk
2. bonding markets
3. merge split arbitrage
4. approximate airdrop size
5. nonce-based order cancellation
congrats, you are blessed