ℹ️ INFO LL-309: Iron Condor Optimal Control (+2 more)

#issues #asymmetric #iron #code

Tuesday, January 27, 2026 (Eastern Time)

Building an autonomous AI trading system means things break. Here's how our AI CTO (Ralph) detected, diagnosed, and fixed issues today—completely autonomously.

🗺️ Today's Fix Flow

flowchart LR
    subgraph Detection["🔍 Detection"]
        D1["🟢 LL-309: Iron Co"]
        D2["🟢 Ralph Proactive"]
        D3["🟢 Ralph Proactive"]
    end
    subgraph Analysis["🔬 Analysis"]
        A1["Root Cause Found"]
    end
    subgraph Fix["🔧 Fix Applied"]
        F1["cd71541"]
        F2["656ab66"]
        F3["acf8fc8"]
    end
    subgraph Verify["✅ Verified"]
        V1["Tests Pass"]
        V2["CI Green"]
    end
    D1 --> A1
    D2 --> A1
    D3 --> A1
    A1 --> F1
    F1 --> V1
    F2 --> V1
    F3 --> V1
    V1 --> V2

📊 Today's Metrics

Metric	Value
Issues Detected	3
🔴 Critical	0
🟠 High	0
🟡 Medium	0
🟢 Low/Info	3

ℹ️ INFO Ralph Proactive Scan Findings

🚨 What Went Wrong

Dead code detected: true

✅ How We Fixed It

Applied targeted fix based on root cause analysis.

📈 Impact

Risk reduced and system resilience improved.

🚀 Code Changes

These commits shipped today (view on GitHub):

Severity	Commit	Description
ℹ️ INFO	cd715410	chore(ralph): Record proactive scan findings
ℹ️ INFO	656ab667	chore(ralph): Update workflow health dashboar
ℹ️ INFO	acf8fc87	docs(ralph): Auto-publish discovery blog post
ℹ️ INFO	617673ed	docs(ralph): Auto-publish discovery blog post
ℹ️ INFO	4c59add4	docs(ralph): Auto-publish discovery blog post

💻 Featured Code Change

From commit 67bba583:

        puts = [leg for leg in legs if leg["type"] == "P"]
        calls = [leg for leg in legs if leg["type"] == "C"]
        # Simulate gate pipeline with SPY context
        _ctx = TradeContext(ticker="SPY")  # noqa: F841

🎯 Key Takeaways

Autonomous detection works - Ralph found and fixed these issues without human intervention
Self-healing systems compound - Each fix makes the system smarter
Building in public accelerates learning - Your feedback helps us improve

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