Sandip Sitapara

@SandipSitapara_05dMaker

Founder and systems architect at GNSOFTLAB, working on embedded Linux, networked systems, and cloud-managed infrastructure. I build practical engineering solutions for Linux edge devices, network appliances, and connected products. My work spans embedded firmware, system integration, device management, and deterministic operational intelligence. Currently building NetIntel, an operational intelligence engine for Linux edge systems.

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1. NetIntel · Deterministic operational intelligence for Linux edge systemsNov 3, 261

1. NetIntel · Deterministic operational intelligence for Linux edge systems1

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   Commented on NetIntel · Oct 27, 2026

   Hello DevHunt community! 👋 We built NetIntel to turn Linux edge telemetry into structured indicators, health assessments, and diagnostic evidence - giving engineers clearer operational context and AI-ready data. The engine runs in approximately 1 MB and stays under 15 MB of RAM. NetIntel v1.0.0 is now available. We'd love to hear your thoughts, feedback, and ideas for how you'd use it in your own projects!