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Personal finance, investing, and financial literacy.

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AI Financial Reporting: A 14-Case Release Gate for Close Narratives

AI Financial Reporting: A 14-Case Release Gate for Close Narratives

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22 min read
Three SEC filing feeds as structured data: Form D raises, 13F position changes, and 8-K material events

Three SEC filing feeds as structured data: Form D raises, 13F position changes, and 8-K material events

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3 min read
Revenue reconciliation: a practical operating model for finance and sales

Revenue reconciliation: a practical operating model for finance and sales

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4 min read
Extraction is easy. Knowing when to trust it is the product.

Extraction is easy. Knowing when to trust it is the product.

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2 min read
Track SEC comment letters for any ticker in 5 minutes (EDGAR UPLOAD/CORRESP, no API key)

Track SEC comment letters for any ticker in 5 minutes (EDGAR UPLOAD/CORRESP, no API key)

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2 min read
I let an AI read my bank statement. Then I made it show me exactly what it trusted.

I let an AI read my bank statement. Then I made it show me exactly what it trusted.

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2 min read
I tracked my SaaS numbers in a spreadsheet I was afraid to open. So I built the simpler read.

I tracked my SaaS numbers in a spreadsheet I was afraid to open. So I built the simpler read.

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2 min read
Why Most Student Loan Calculators Are Ad Traps (And How to Find a Clean One)

Why Most Student Loan Calculators Are Ad Traps (And How to Find a Clean One)

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2 min read
How to Analyze a Broker P&L Before Buying a Business (A Buyer's Framework)

How to Analyze a Broker P&L Before Buying a Business (A Buyer's Framework)

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3 min read
Building a live stock market dashboard as a Firefox extension: free APIs, sparklines, no backend

Building a live stock market dashboard as a Firefox extension: free APIs, sparklines, no backend

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2 min read
DeFi Explained: How Decentralized Finance Is Reinventing Global Credit

DeFi Explained: How Decentralized Finance Is Reinventing Global Credit

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3 min read
How to Calculate Vectorized Supertrend & Intraday VWAP in Python (Plus 125+ Free Quant Scripts)

How to Calculate Vectorized Supertrend & Intraday VWAP in Python (Plus 125+ Free Quant Scripts)

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1 min read
$3.2T hidden AI debt grew 90% in 6 months

$3.2T hidden AI debt grew 90% in 6 months

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4 min read
The maths behind an options yield matrix (and why raw premium misleads you)

The maths behind an options yield matrix (and why raw premium misleads you)

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4 min read
We tested the viral AI chart model on dates it can't have seen. No edge.

We tested the viral AI chart model on dates it can't have seen. No edge.

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5 min read
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