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feat: AI integration for network optimization, smart contract security, and anomaly detection (#623, #557, #533) - #698

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temitope-007:ai-features-integration
Jul 27, 2026
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feat: AI integration for network optimization, smart contract security, and anomaly detection (#623, #557, #533)#698
Nanle-code merged 1 commit into
Nanle-code:masterfrom
temitope-007:ai-features-integration

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@temitope-007

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This PR integrates three major AI features into the Stellar Dev Dashboard:

  1. AI-Enhanced Network Optimization: Introduces NetworkOptimizer to handle request batching, prioritization, and adaptive quality based on simulated network conditions. Integrated into networkMonitoring.js.
  2. AI-Powered Smart Contract Security Analysis: Introduces ContractSecurityAnalyzer to scan Soroban contracts for vulnerabilities using static analysis patterns and simulated ML detections. Integrated into contractRecommendations.js.
  3. Real-Time Anomaly Detection for Account Activity: Introduces AnomalyDetectionPipeline using Isolation Forest to assign anomaly scores to incoming transactions. Integrated into accountWatchSystem.ts.

Closes #623
Closes #557
Closes #533

@vercel

vercel Bot commented Jul 24, 2026

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@temitope-007 is attempting to deploy a commit to the nanle-code's projects Team on Vercel.

A member of the Team first needs to authorize it.

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drips-wave Bot commented Jul 24, 2026

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@temitope-007 Great news! 🎉 Based on an automated assessment of this PR, the linked Wave issue(s) no longer count against your application limits.

You can now already apply to more issues while waiting for a review of this PR. Keep up the great work! 🚀

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@Nanle-code

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Nanle-code merged commit 27c5b30 into Nanle-code:master Jul 27, 2026
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AI-Enhanced Network Optimization AI-Powered Smart Contract Security Analysis Real-Time Anomaly Detection for Account Activity

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