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Christian Pichichero

Building Tradevo Data: point-in-time fundamentals that can't lie to your backtest. I write about lookahead bias and clean financial data.

Allowlists Are Not Spending Caps: Two Different Security Properties, Often Confused

Allowlists Are Not Spending Caps: Two Different Security Properties, Often Confused

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4 min read
The Fill Model Is Where Backtests Quietly Cheat

The Fill Model Is Where Backtests Quietly Cheat

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4 min read
What 'Revocable' Actually Means at the Contract Level

What 'Revocable' Actually Means at the Contract Level

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4 min read
Scoped Permissions vs Custody: Letting Software Act On-Chain Without Holding Your Keys

Scoped Permissions vs Custody: Letting Software Act On-Chain Without Holding Your Keys

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4 min read
What Shuffling Your Trade History Actually Tells You (And What It Doesn't)

What Shuffling Your Trade History Actually Tells You (And What It Doesn't)

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4 min read
What a Clean Equity Curve Doesn't Prove

What a Clean Equity Curve Doesn't Prove

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4 min read
Point-in-Time Fundamentals for Numerai Signals: Killing Lookahead in Your Feature Join

Point-in-Time Fundamentals for Numerai Signals: Killing Lookahead in Your Feature Join

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6 min read
Why the Same Fundamental Lives Under Different XBRL Tags in SEC EDGAR

Why the Same Fundamental Lives Under Different XBRL Tags in SEC EDGAR

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6 min read
SEC 10-K Filing Deadline Data: The Structural Reason Fundamentals Lag Weeks Behind

SEC 10-K Filing Deadline Data: The Structural Reason Fundamentals Lag Weeks Behind

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5 min read
We Shipped a 10x Error on General Mills. Here's the Bug, and the Check That Would Have Caught It.

We Shipped a 10x Error on General Mills. Here's the Bug, and the Check That Would Have Caught It.

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5 min read
As-Reported vs Restated Financial Data: Why the Difference Matters for Backtesting

As-Reported vs Restated Financial Data: Why the Difference Matters for Backtesting

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5 min read
How to Detect Lookahead Bias in a Backtest: A Practical Checklist

How to Detect Lookahead Bias in a Backtest: A Practical Checklist

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6 min read
Survivorship Bias vs Lookahead Bias: The Two Silent Backtest Killers

Survivorship Bias vs Lookahead Bias: The Two Silent Backtest Killers

BERJAYA BERJAYA 2
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5 min read
Point-in-Time Fundamentals Data: What It Is, Why It Matters, and How to Choose

Point-in-Time Fundamentals Data: What It Is, Why It Matters, and How to Choose

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6 min read
Your Backtest Saw the Future: Lookahead Bias in Fundamental Data, Measured on the 2026-07-23 Snapshot

Your Backtest Saw the Future: Lookahead Bias in Fundamental Data, Measured on the 2026-07-23 Snapshot

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10 min read
How to Build a Point-in-Time Fundamentals Database from SEC EDGAR (and When Not To)

How to Build a Point-in-Time Fundamentals Database from SEC EDGAR (and When Not To)

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5 min read
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