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# crypto

General discussions about cryptocurrency and blockchain technology.

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How to read a Polymarket Up/Down outcome (and the Price To Beat) before the oracle settles

How to read a Polymarket Up/Down outcome (and the Price To Beat) before the oracle settles

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4 min read
I built a multi-agent BTC research pipeline — 3 agents, 1 daily signal, full code

I built a multi-agent BTC research pipeline — 3 agents, 1 daily signal, full code

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4 min read
The Malleable Foundation: Exploring the Limitations and Expansive Possibilities of Bitcoin's Script Language

The Malleable Foundation: Exploring the Limitations and Expansive Possibilities of Bitcoin's Script Language

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14 min read
What it takes to run a Polymarket Up/Down arbitrage bot in production

What it takes to run a Polymarket Up/Down arbitrage bot in production

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3 min read
The Hidden Traps I Fell Into When Building My First Trading Bot

The Hidden Traps I Fell Into When Building My First Trading Bot

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5 min read
Fix Polymarket order_version_mismatch and not-enough-balance (2026-04 SDK upgrade)

Fix Polymarket order_version_mismatch and not-enough-balance (2026-04 SDK upgrade)

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2 min read
PRC-20 Explained: How Token Creation Works on the Pepecoin Blockchain

PRC-20 Explained: How Token Creation Works on the Pepecoin Blockchain

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3 min read
How Polymarket decides Up or Down: reconstructing the price to beat

How Polymarket decides Up or Down: reconstructing the price to beat

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2 min read
The Polymarket cross-cycle sandwich: a structural arbitrage in Up/Down markets

The Polymarket cross-cycle sandwich: a structural arbitrage in Up/Down markets

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2 min read
Three Polymarket CLOB gotchas: 401, "invalid signature", and a cancel that does nothing

Three Polymarket CLOB gotchas: 401, "invalid signature", and a cancel that does nothing

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2 min read
Why I Stopped Ignoring Position Size (and What It Taught Me About Stops)

Why I Stopped Ignoring Position Size (and What It Taught Me About Stops)

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4 min read
Cryptocurrency trading bots: building your first automation

Cryptocurrency trading bots: building your first automation

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4 min read
The "AI Quant Bot" Mirage: Inside the Polymarket Copytrade Scam Network Flooding Crypto Twitter

The "AI Quant Bot" Mirage: Inside the Polymarket Copytrade Scam Network Flooding Crypto Twitter

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10 min read
How to get a Polymarket event slug (and the CLOB token IDs) for Up/Down markets

How to get a Polymarket event slug (and the CLOB token IDs) for Up/Down markets

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3 min read
Fixing Polymarket's "invalid amounts" error on the CLOB (py-clob-client)

Fixing Polymarket's "invalid amounts" error on the CLOB (py-clob-client)

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2 min read
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