DEV Community

Kestrel Quant profile picture

Kestrel Quant

Building an autonomous AI trading engine for crypto. Posting about systematic trading, risk management, and building in public.

Joined Joined on 
Beyond Binary: Navigating Multi-Factor Conflicts with F-072 Dynamic Risk Control in AI Trading
kestrelquant profile

Beyond Binary: Navigating Multi-Factor Conflicts with F-072 Dynamic Risk Control in AI Trading

#algotrading #crypto #ai #buildinpublic
Comments
5 min read
Beyond the Hard Block: Designing 'Soft Intercepts' for AI Semantic Risk Control
kestrelquant profile

Beyond the Hard Block: Designing 'Soft Intercepts' for AI Semantic Risk Control

#algotrading #crypto #ai #buildinpublic
Comments
5 min read
Decoding the LLM's 'Subconscious': Building Implicit Risk Control via NLP Semantic Parsing
kestrelquant profile

Decoding the LLM's 'Subconscious': Building Implicit Risk Control via NLP Semantic Parsing

#algotrading #crypto #ai #buildinpublic
Comments 1
5 min read
Turning LLM 'Muttering' into Hard Risk Control: The F-072 Risk Word Capture & Dynamic De-risking Mechanism
kestrelquant profile

Turning LLM 'Muttering' into Hard Risk Control: The F-072 Risk Word Capture & Dynamic De-risking Mechanism

#algotrading #crypto #ai #buildinpublic
Comments
5 min read
From Black-Box Scoring to Reverse Experimentation: Building Self-Reflective AI Reasoning Chains
kestrelquant profile

From Black-Box Scoring to Reverse Experimentation: Building Self-Reflective AI Reasoning Chains

#algotrading #crypto #ai #buildinpublic
Comments
5 min read
The Reverse Experiment: Arbitrating Conflicts in Meme Coin Trading via Semantic Risk Control
kestrelquant profile

The Reverse Experiment: Arbitrating Conflicts in Meme Coin Trading via Semantic Risk Control

#algotrading #crypto #ai #buildinpublic
Comments
6 min read
My AI Advisor Had a Full Mental Breakdown at 1 AM. Here's How the System Kept Trading Anyway.
kestrelquant profile

My AI Advisor Had a Full Mental Breakdown at 1 AM. Here's How the System Kept Trading Anyway.

#algotrading #crypto #ai #llmops
Comments
5 min read
My AI Advisor Approved 37 Trades in One Day. It Flinched on 27 of Them — So the System Automatically Bet Smaller.
kestrelquant profile

My AI Advisor Approved 37 Trades in One Day. It Flinched on 27 of Them — So the System Automatically Bet Smaller.

#algotrading #crypto #riskmanagement #ai
Comments
5 min read
The Weekend ACE's Liquidations Topped Bitcoin's. My Engine Wanted to Short the Aftermath. It Wasn't Allowed.
kestrelquant profile

The Weekend ACE's Liquidations Topped Bitcoin's. My Engine Wanted to Short the Aftermath. It Wasn't Allowed.

#algotrading #cryptocurrency #buildinpublic #riskmanagement
1
Comments 1
5 min read
My Trading Engine Proposed the Same Trade 6 Times in an Hour. The AI Killed It Every Time.
kestrelquant profile

My Trading Engine Proposed the Same Trade 6 Times in an Hour. The AI Killed It Every Time.

#algotrading #cryptocurrency #buildinpublic #riskmanagement
1
Comments 1
3 min read
loading...