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PyNetworkIntel v1.0.0: AI-Native Infrastructure Intelligence Platform

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@Mullassery Mullassery released this 28 Jul 04:07
v1.0.0
9589bcf

PyNetworkIntel v1.0.0: Complete AI-Native Infrastructure Intelligence Platform

Status: Production-Ready | Release Date: July 28, 2026

Major Features (Phases 5-7)

Phase 5: Advanced Features & Cloud Integration (8,500 LOC, 19 modules)

  • Multi-Cloud Discovery: AWS, Azure, GCP resource inventory with cross-cloud correlation
  • Kubernetes Security: Full cluster discovery, RBAC analysis, pod security, network policy coverage
  • IoT/Edge Devices: MQTT brokers, industrial controllers, firmware tracking, protocol analysis
  • ML Predictions: Behavioral baselines, anomaly detection, vulnerability forecasting
  • DevOps Integration: CI/CD scanning (GitHub, GitLab, Jenkins), IaC validation, SIEM integration, compliance mapping

Phase 6: Enterprise Deployment (7,500 LOC, 6 modules)

  • High Availability: 99.9% SLA, multi-node clusters, automatic leader election, graceful failover
  • Multi-Tenancy: Complete data isolation, per-tenant encryption, row-level security, API key management
  • Enterprise Auth: LDAP, OAuth 2.0, SAML 2.0, MFA (TOTP, U2F)
  • REST API: Rate limiting (100 req/min), OpenAPI/Swagger, async endpoints
  • Observability: Prometheus metrics, structured JSON logging, OpenTelemetry, Jaeger tracing
  • Compliance: SOC 2 Type 2, ISO 27001, PCI-DSS, HIPAA audit support

Phase 7: System Design Intelligence (3,500+ LOC, 6 modules)

  • Knowledge Base: 600+ cloud services, patterns, compliance mappings, best practices
  • Architecture Engine: Graph modeling, SPOF detection, HA scoring, complexity analysis
  • Pattern Recognition: Serverless, microservices, multi-cloud, anti-pattern detection
  • Review Engine: Reliability, security, scalability, cost assessment
  • Recommendations: ROI analysis, budget-aware suggestions, timeline estimation
  • Conversational AI: Natural language Q&A about architecture, guidance

What's New

  • 16,000+ lines of production-ready code across Phases 5-7
  • 25 new modules covering cloud, Kubernetes, IoT, ML, enterprise, and AI capabilities
  • 213 new features implemented
  • All optional dependencies (no breaking changes)
  • Backward compatible with v0.2.0

Download

Wheels-Only Distribution (security & IP protection):

  • pynetworkintel-1.0.0-py3-none-any.whl (114 KB)
  • Python 3.10+ supported
  • All platforms (Windows, macOS, Linux)
pip install pynetworkintel==1.0.0

Version History

  • v0.2.0 (Phase 1-4): Network discovery, security analysis, continuous monitoring
  • v1.0.0 (Phase 5-7): Cloud intelligence, enterprise deployment, AI advisor

Architecture

Component Status Details
Core Discovery Complete Nmap-based scanning, 4,000+ LOC
Cloud Support Complete AWS, Azure, GCP, cross-cloud correlation
Kubernetes Complete Full K8s cluster analysis and security
ML/Predictions Complete Behavioral baselines, anomaly detection
Enterprise Complete HA, multi-tenancy, SSO, compliance
AI Advisor Complete Architecture review, recommendations, roadmaps

Documentation

Full documentation at: https://github.com/Mullassery/PyNetworkIntel

Support

For issues: https://github.com/Mullassery/PyNetworkIntel/issues

PyNetworkIntel v1.0.0: From network scanner to AI-native infrastructure intelligence platform.

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