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# trading

Strategies, tips, and discussions on crypto trading.

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Building a Self-Optimizing Trading System: How My AI Trader Prevents Its Own Overfitting

Building a Self-Optimizing Trading System: How My AI Trader Prevents Its Own Overfitting

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5 min read
Build a Smart Trading Assistant with Kite MCP Server and Claude Sonnet 4

Build a Smart Trading Assistant with Kite MCP Server and Claude Sonnet 4

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7 min read
Designing a Stock Exchange: Order Matching Engine

Designing a Stock Exchange: Order Matching Engine

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7 min read
From Gut Feel to Backtest: 5 Iterations of an AI Trading System

From Gut Feel to Backtest: 5 Iterations of an AI Trading System

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7 min read
Building a Prediction Market Trading Bot for Kalshi: A Step-by-Step Guide

Building a Prediction Market Trading Bot for Kalshi: A Step-by-Step Guide

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3 min read
Evcry red flags: slippage & price spikes worth verifying

Evcry red flags: slippage & price spikes worth verifying

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1 min read
é›¶æˆæœŹæ­ć»șAIäș€æ˜“æœș晹äșșGitHub Actions + Alpacaćźžæˆ˜æŒ‡ć—

é›¶æˆæœŹæ­ć»șAIäș€æ˜“æœș晹äșșGitHub Actions + Alpacaćźžæˆ˜æŒ‡ć—

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2 min read
Part 2 Kiploks Robustness Score Kills Most Strategies (And That's the Point)

Part 2 Kiploks Robustness Score Kills Most Strategies (And That's the Point)

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4 min read
Visual Enhancement Tool! Use Renko and Heikin Ashi to Understand Market Trends on FMZ

Visual Enhancement Tool! Use Renko and Heikin Ashi to Understand Market Trends on FMZ

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4 min read
Exploration of Counter-Trend Short-Term Mean Reversion Strategy: A Learning Practice of "Volatility Statistical Arbitrage"

Exploration of Counter-Trend Short-Term Mean Reversion Strategy: A Learning Practice of "Volatility Statistical Arbitrage"

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8 min read
An Overview of Market Making Strategies in Crypto

An Overview of Market Making Strategies in Crypto

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19 min read
Data Stream Acceleration Guide Implementing Protobuf in FMZ Platform

Data Stream Acceleration Guide Implementing Protobuf in FMZ Platform

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4 min read
FMZ Platform Gold Rush: Practical Analysis of a Highly Flexible Python Trend Trading Framework

FMZ Platform Gold Rush: Practical Analysis of a Highly Flexible Python Trend Trading Framework

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19 min read
Verifiable On-Chain Prop Trading & the Emergence of Trustless Market Infra: A Case Study

Verifiable On-Chain Prop Trading & the Emergence of Trustless Market Infra: A Case Study

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7 min read
Session Liquidity Sweep + Trend Confirmation

Session Liquidity Sweep + Trend Confirmation

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2 min read
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