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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>CodeTruth Agent V3</title>
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</style>
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</head>
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<body>
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<h1>CodeTruth Agent V3</h1>
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<div
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<a class="lic" href="https://www.gnu.org/licenses/gpl-3.0">GPL-3.0</a>
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</div>
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<div class="
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<h2>What It Does</h2>
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<p>
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<h2>Pipeline</h2>
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<pre>
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Repository
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β
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Module 1 β Repository Cognition Engine
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Gate: APPROVED / REVIEW_REQUIRED / BLOCKED
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β (if APPROVED)
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Module 2 β Repository Graph Intelligence
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β
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Module 3 β Repository Reasoning Engine
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</pre>
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<h2>
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<table>
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<tr><th>
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<tr><td>Medical imaging</td><td>pydicom</td><td>β
guesses: 0</td></tr>
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</table>
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<p>Every number reconciles; <strong>guesses: 0</strong> throughout. Security-fix scoping on <strong>CVE-2026-32711</strong> pointed at the exact vulnerable methods the official advisory identifies while making zero fabricated security claims.</p>
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<h2>
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Code: <a href="https://github.com/Zeeshan78699/CodeTruthAgent" style="color:#58a6ff">github.com/Zeeshan78699/CodeTruthAgent</a> Β·
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Release: <a href="https://github.com/Zeeshan78699/CodeTruthAgent/releases/tag/v3.0.0-module3" style="color:#58a6ff">v3.0.0-module3</a>
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</p>
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</body>
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>CodeTruth Agent V3</title>
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<style>
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body { font-family: monospace; max-width: 860px; margin: 40px auto; padding: 0 20px; background: #0d1117; color: #e6edf3; line-height: 1.7; }
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h1 { color: #58a6ff; border-bottom: 1px solid #30363d; padding-bottom: 10px; }
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h2 { color: #79c0ff; margin-top: 32px; }
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h3 { color: #a5d6ff; }
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.badge { display: inline-block; background: #1f6feb; color: white; padding: 2px 10px; border-radius: 4px; font-size: 12px; margin: 2px; text-decoration: none; }
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.badge.green { background: #238636; }
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.badge.orange { background: #9e6a03; }
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pre { background: #161b22; border: 1px solid #30363d; border-radius: 6px; padding: 16px; overflow-x: auto; font-size: 13px; }
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table { border-collapse: collapse; width: 100%; }
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th, td { border: 1px solid #30363d; padding: 8px 12px; text-align: left; }
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th { background: #161b22; color: #79c0ff; }
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a { color: #58a6ff; }
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.philosophy { background: #161b22; border-left: 4px solid #58a6ff; padding: 12px 16px; margin: 20px 0; font-style: italic; }
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.status { color: #3fb950; }
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</style>
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</head>
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<body>
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<h1>CodeTruth Agent V3</h1>
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<div>
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<a href="https://github.com/Zeeshan78699/CodeTruthAgent" class="badge">GitHub</a>
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<a href="https://doi.org/10.5281/zenodo.20669542" class="badge green">DOI M1 Core</a>
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<a href="https://doi.org/10.5281/zenodo.21005444" class="badge green">DOI M1 Extension</a>
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<a href="https://doi.org/10.5281/zenodo.20706591" class="badge green">DOI M2 Core</a>
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<a href="https://doi.org/10.5281/zenodo.21005972" class="badge green">DOI M2 Deep Resolution</a>
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<span class="badge orange">GPL-3.0</span>
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</div>
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<div class="philosophy">
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AI imagines. CodeTruth checks. Nature tests. Humans decide.
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</div>
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<h2>What It Does</h2>
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<p>Before an AI agent modifies a codebase, it must answer two questions deterministically:</p>
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<pre>
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Question 1: What is this repository? β Module 1
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Question 2: What calls what inside it? β Module 2
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</pre>
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<p>No AI models. No guessing. Pure static analysis with governed, evidence-based decisions.</p>
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<h2>Pipeline</h2>
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<pre>
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Repository
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β
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Module 1 β Repository Cognition Engine
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Domain: ENERGY_SYSTEM / AEROSPACE / FINANCE / MEDICAL ...
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Framework: pandapower / pyNastran / CCXT / PyDICOM
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Gate: APPROVED / REVIEW_REQUIRED / BLOCKED
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β (if APPROVED)
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Module 2 β Repository Graph Intelligence
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Call graph: 1,916,272 calls resolved
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Deep Resolution: 394,796 additional (+25.9%)
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Language adapters: Python / SQL / C# / Go
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β
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Module 3 β Repository Reasoning Engine (in progress)
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Data flow tracing / Return type inference
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</pre>
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<h2>Validation β Module 1</h2>
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<table>
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<tr><th>Metric</th><th>Result</th></tr>
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<tr><td>Repositories validated</td><td>32/32 PASS + 11/11 cross-domain</td></tr>
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<tr><td>Engineering domains</td><td>16 specific domains</td></tr>
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<tr><td>File extensions</td><td>218 across 25 domain blocks</td></tr>
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<tr><td>Crashes</td><td>0</td></tr>
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<tr><td>Governance gate</td><td>APPROVED / REVIEW_REQUIRED / BLOCKED</td></tr>
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</table>
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<h2>Validation β Module 2</h2>
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<table>
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<tr><th>Metric</th><th>Result</th></tr>
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<tr><td>Repositories validated</td><td>76/76 PASS</td></tr>
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<tr><td>Files processed</td><td>54,435</td></tr>
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<tr><td>Baseline calls resolved</td><td>1,521,476</td></tr>
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<tr><td>Deep Resolution additional</td><td>394,796 (+25.9%)</td></tr>
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<tr><td>Total calls resolved</td><td>1,916,272</td></tr>
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<tr><td>Language adapters</td><td>Python, Oracle SQL, C#, Go</td></tr>
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<tr><td>DR resolvers proven</td><td>7</td></tr>
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<tr><td>Crashes</td><td>0</td></tr>
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</table>
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<h2>11-Domain Cross-Validation</h2>
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<pre>
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fastapi API_SERVICE FastAPI β
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pytorch ML_PIPELINE PyTorch β
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django WEB_APPLICATION Django β
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biopython SCIENTIFIC_COMPUTING BioPython β
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OpenMDAO AEROSPACE_STRUCTURAL_SIMULATION OpenMDAO β
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lasio WELL_LOGGING Lasio β
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welleng DRILLING_SYSTEM welleng β
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ccxt FINANCE_SYSTEM CCXT β
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pandapower ENERGY_SYSTEM pandapower β
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poliastro SPACE_SYSTEM poliastro β
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pydicom MEDICAL_SYSTEM PyDICOM β
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</pre>
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<h2>How to Run</h2>
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<pre>
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git clone https://github.com/Zeeshan78699/CodeTruthAgent
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cd CodeTruthAgent
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python -m venv .venv
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.venv\Scripts\activate # Windows
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pip install -r requirements.txt
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# Module 1 only
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python run_m1.py "C:\repos\your_repo"
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# Module 2 only
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python run_m2.py "C:\repos\your_repo"
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# Full pipeline
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python pipeline.py "C:\repos\your_repo"
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</pre>
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<h2>DOIs</h2>
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<table>
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<tr><th>Record</th><th>DOI</th></tr>
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<tr><td>Module 1 Core</td><td><a href="https://doi.org/10.5281/zenodo.20669542">10.5281/zenodo.20669542</a></td></tr>
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<tr><td>Module 1 Extension Layer</td><td><a href="https://doi.org/10.5281/zenodo.21005444">10.5281/zenodo.21005444</a></td></tr>
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<tr><td>Module 2 Core</td><td><a href="https://doi.org/10.5281/zenodo.20706591">10.5281/zenodo.20706591</a></td></tr>
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<tr><td>Module 2 Deep Resolution</td><td><a href="https://doi.org/10.5281/zenodo.21005972">10.5281/zenodo.21005972</a></td></tr>
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</table>
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<h2>Status</h2>
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<pre>
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Module 1 β Repository Cognition β
COMPLETE FROZEN
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Module 2 β Repository Graph Intel β
COMPLETE FROZEN
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Module 3 β Repository Reasoning π IN PROGRESS
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Modules 4-6 π PLANNED
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</pre>
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<p style="margin-top:40px; color:#6e7681; font-size:12px;">
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CodeTruth Agent V3 β <a href="https://github.com/Zeeshan78699/CodeTruthAgent">github.com/Zeeshan78699/CodeTruthAgent</a>
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</p>
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</body>
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