Articles
Cross-Compiling Pyvorin Edge Kernels for ARM64
Build ARM64-native shared objects from an x86 machine using Docker buildx, verify artifacts with the file command, and automate everything in GitHub Actions.
GDPR and NIS2 Compliance
Implement GDPR Article 30 records of processing, data retention policies, right to erasure, breach notification, and NIS2 technical measures using Pyvorin Edge privacy and audit APIs.
Docker Deployment Guide
Deploy the Pyvorin Edge Agent with Docker and Docker Compose, including multi-stage builds, health checks, secrets management, and ARM64 cross-compilation.
"Frequently Asked Questions"
Concise answers to the most common questions about installing, configuring, tuning, and securing Pyvorin Edge.
Fleet Management at Scale
Manage hundreds of Pyvorin Edge devices with device provisioning, configuration drift detection, bulk config push, fleet-wide rollback, and health aggregation.
The GIL and Threading in Pyvorin Edge
Understand how the GIL interacts with compiled kernels, keep Pipeline.run() single-threaded, and safely use ThreadPoolExecutor and ProcessPoolExecutor for I/O and CPU parallelism.
"Health Monitoring and Prometheus Export"
Deep dive into the /health and /metrics endpoints, Prometheus export, Grafana dashboards, and Alertmanager rules for the Pyvorin Edge Agent.
"Structured Log Management and Shipping"
Integrate structlog with Pyvorin Edge, configure log rotation, and ship logs to Loki, Splunk, and CloudWatch with correlation IDs.
mTLS and Certificate Pinning
Generate a private CA with OpenSSL, create per-device client certificates, configure MQTTAdapter and HTTPAdapter for mutual TLS, and implement certificate rotation and revocation on Pyvorin Edge gateways.
Over-the-Air Update System
Design and implement secure OTA updates for Pyvorin Edge using Ed25519 bundle signing, atomic symlink swaps, automatic rollback, and channel-based release management.
Pyvorin Edge Plugin Architecture
Build discoverable plugins with lifecycle hooks, register custom adapters, window functions, and action handlers, and configure everything from config.toml.
Production Deployment Checklist
A complete go-live checklist for Pyvorin Edge deployments covering hardware validation, security hardening, systemd setup, log rotation, SQLite backups, and monitoring alerts.