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Two Weeks of Live Tick Data vs Polymarket's Crypto Books: What Actually Warns a Market Maker

Two Weeks of Live Tick Data vs Polymarket's Crypto Books: What Actually Warns a Market Maker

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14 min read
Validating Expert Advisor inputs in OnInit so bad settings never reach the market

Validating Expert Advisor inputs in OnInit so bad settings never reach the market

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4 min read
Giving AI Traders a 'Rearview Mirror': Decision Correction via Cold Streaks and On-Chain Data

Giving AI Traders a 'Rearview Mirror': Decision Correction via Cold Streaks and On-Chain Data

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6 min read
When LLMs Outsmart Their Own Rules: Resolving Configuration Drift in AI Trading

When LLMs Outsmart Their Own Rules: Resolving Configuration Drift in AI Trading

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6 min read
Detecting stale quotes in an MQL5 Expert Advisor before you trade on them

Detecting stale quotes in an MQL5 Expert Advisor before you trade on them

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3 min read
Decoding AI Subtext: Translating LLM Risk Vocabulary into Hard Risk Parameters

Decoding AI Subtext: Translating LLM Risk Vocabulary into Hard Risk Parameters

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6 min read
Knowing why a position closed in MQL5 with OnTradeTransaction

Knowing why a position closed in MQL5 with OnTradeTransaction

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3 min read
Writing a custom optimization criterion in MQL5 with OnTester()

Writing a custom optimization criterion in MQL5 with OnTester()

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3 min read
The LLM Arbiter's 'Common Sense' Correction: The Fatal Flaw of Shorting AI Tokens in a Risk-On Market

The LLM Arbiter's 'Common Sense' Correction: The Fatal Flaw of Shorting AI Tokens in a Risk-On Market

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5 min read
Why your multi symbol MQL5 EA misses trades on every symbol except the chart one

Why your multi symbol MQL5 EA misses trades on every symbol except the chart one

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3 min read
Beyond Price Action: Quantifying Macro Narratives and 'Quantum Threats' for Algorithmic Risk Control

Beyond Price Action: Quantifying Macro Narratives and 'Quantum Threats' for Algorithmic Risk Control

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6 min read
Why your MQL5 EA reads zero or garbage from indicators on the first ticks

Why your MQL5 EA reads zero or garbage from indicators on the first ticks

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4 min read
Building a Cross-Venue Market Maker: Pricing Polymarket's Equity Books Off Binance Perps

Building a Cross-Venue Market Maker: Pricing Polymarket's Equity Books Off Binance Perps

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13 min read
The Human-Machine Boundary: Graceful Degradation for Manual Naked Positions in AI Trading Systems

The Human-Machine Boundary: Graceful Degradation for Manual Naked Positions in AI Trading Systems

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5 min read
Detecting a new bar in MQL5 without missing one or firing twice

Detecting a new bar in MQL5 without missing one or firing twice

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2 min read
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