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  • Grafana Loki Log Correlation Agent

    Queries Grafana Loki via the LogQL API to correlate log streams across services. Builds cross-service trace-to-log mappings using Tempo integration and generates alert rule suggestions.

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  • Snyk Vulnerability Scanner Agent

    Uses Snyk REST API v1 to scan project dependencies for known CVEs and license compliance issues. Integrates with Snyk Test endpoint for real-time SBOM analysis and generates CVSS-scored vulnerability reports with remediation paths.

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  • ArgoCD Sync Orchestrator

    Manages ArgoCD application syncs using the argocd CLI and the Argo CD REST API (v1alpha1). Supports progressive delivery with Argo Rollouts integration and automated health checks via Kubernetes readiness probes.

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  • Prometheus Alertmanager Bridge

    Bridges Prometheus Alertmanager notifications to Microsoft Teams, Discord, and Telegram using adaptive card templates and PromQL-based alert correlation.

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  • DALL-E Variation Generator

    Generates image variations and edits using OpenAI’s DALL-E 3 API with mask-based inpainting, style consistency scoring via CLIP embeddings, and automatic prompt refinement loops.

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  • IMAP Email Classifier

    Classifies and organizes emails from IMAP servers using imaplib and scikit-learn text classification. Supports custom label rules with SpaCy NER for entity extraction.

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  • AWS Systems Manager Runbook Engine

    Executes automated diagnostics using the AWS Systems Manager Automation API and SSM Documents. Collects system metrics via the CloudWatch GetMetricData API and correlates with AWS Health events.

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  • Tesseract OCR Document Extractor

    Extracts structured text from scanned documents and images using Tesseract OCR with custom LSTM training data. Supports table detection via OpenCV contour analysis and PDF/A output generation.

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  • OWASP ZAP Automated Pen Testing Agent

    Runs automated penetration tests using OWASP ZAP API with spider crawling, active scanning, and AJAX-aware testing. Generates SARIF and HTML reports with CWE-mapped findings for security review workflows.

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  • NPM Package Analyzer

    Deep analysis of npm packages using npm-registry-fetch and pacote. Evaluates bundle size via bundlephobia API, checks security advisories from npm audit, and maps dependency trees with arborist.

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