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Three ways my crypto backtests lied to me — and the checks that caught them
Devf Now
Devf Now
Devf Now
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Oct 11
Three ways my crypto backtests lied to me — and the checks that caught them
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crypto
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trading
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algotrading
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backtesting
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2 min read
The F-160 Iron Rule: Why My AI Trading Bot Ignored a 75x Leveraged Meme Coin
Kestrel Quant
Kestrel Quant
Kestrel Quant
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Oct 9
The F-160 Iron Rule: Why My AI Trading Bot Ignored a 75x Leveraged Meme Coin
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crypto
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5 min read
Taming the Exchange API: Handling -4509 Errors and the F-065 Retry Mechanism in Quant Systems
Kestrel Quant
Kestrel Quant
Kestrel Quant
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Oct 7
Taming the Exchange API: Handling -4509 Errors and the F-065 Retry Mechanism in Quant Systems
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6 min read
When the AI Brain Crashes: The 'Naked Position' Crisis and Engineering Trade-offs Under Fail-Open Mechanisms
Kestrel Quant
Kestrel Quant
Kestrel Quant
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Oct 11
When the AI Brain Crashes: The 'Naked Position' Crisis and Engineering Trade-offs Under Fail-Open Mechanisms
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algotrading
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crypto
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ai
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buildinpublic
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6 min read
ADX trend filter in an MT5 EA: wiring it from blocks, and where it breaks
mt5depot
mt5depot
mt5depot
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Oct 6
ADX trend filter in an MT5 EA: wiring it from blocks, and where it breaks
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mt5
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beginners
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8 min read
Reading Between the Lines: Automating Implicit Risk Control via NLP Semantics (F-072)
Kestrel Quant
Kestrel Quant
Kestrel Quant
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Oct 1
Reading Between the Lines: Automating Implicit Risk Control via NLP Semantics (F-072)
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algotrading
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6 min read
The F-160 Iron Law: When AI Learns to Shut Up and Isolate Human-AI Permissions
Kestrel Quant
Kestrel Quant
Kestrel Quant
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Sep 25
The F-160 Iron Law: When AI Learns to Shut Up and Isolate Human-AI Permissions
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5 min read
Beyond the Veto: Implementing 'Conditional Approval' and Dynamic Risk Tuning in AI Trading Systems
Kestrel Quant
Kestrel Quant
Kestrel Quant
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Sep 21
Beyond the Veto: Implementing 'Conditional Approval' and Dynamic Risk Tuning in AI Trading Systems
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algotrading
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crypto
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ai
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buildinpublic
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6 min read
Gray-Scale Risk Control: Dynamic Scaling Instead of Hard Veto for High-Score Signals
Kestrel Quant
Kestrel Quant
Kestrel Quant
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Sep 19
Gray-Scale Risk Control: Dynamic Scaling Instead of Hard Veto for High-Score Signals
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5 min read
Beyond Binary: Navigating Multi-Factor Conflicts with F-072 Dynamic Risk Control in AI Trading
Kestrel Quant
Kestrel Quant
Kestrel Quant
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Sep 17
Beyond Binary: Navigating Multi-Factor Conflicts with F-072 Dynamic Risk Control in AI Trading
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5 min read
I ran 399 trading strategies on the same prices. Whether the winner was luck depended on the question.
Arhan Canli
Arhan Canli
Arhan Canli
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Oct 8
I ran 399 trading strategies on the same prices. Whether the winner was luck depended on the question.
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statistics
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mcp
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5 min read
Beyond the Hard Block: Designing 'Soft Intercepts' for AI Semantic Risk Control
Kestrel Quant
Kestrel Quant
Kestrel Quant
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Sep 15
Beyond the Hard Block: Designing 'Soft Intercepts' for AI Semantic Risk Control
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5 min read
What a day of AI trading bots earns
FetchCo
FetchCo
FetchCo
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Sep 14
What a day of AI trading bots earns
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showdev
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6 min read
Decoding the LLM's 'Subconscious': Building Implicit Risk Control via NLP Semantic Parsing
Kestrel Quant
Kestrel Quant
Kestrel Quant
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Sep 13
Decoding the LLM's 'Subconscious': Building Implicit Risk Control via NLP Semantic Parsing
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5 min read
Turning LLM 'Muttering' into Hard Risk Control: The F-072 Risk Word Capture & Dynamic De-risking Mechanism
Kestrel Quant
Kestrel Quant
Kestrel Quant
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Sep 11
Turning LLM 'Muttering' into Hard Risk Control: The F-072 Risk Word Capture & Dynamic De-risking Mechanism
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5 min read
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