DeviceWatch
SNMP monitoring where AI learns what's normal per interface
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AI-powered SNMP network monitoring software for macOS, Windows and Linux. Monitors switches, routers, firewalls and servers — on-device AI learns your traffic baseline and alarm habits. Up to 250 devices. No cloud, no agents, no per-node licensing.
PH · launched Sep 6, 2026 · 2 upvotes (top 26%) · 0 views
Niche: network monitoring and diagnostics tools · 193 launches, 11 in the last 7 days ▼ -35% · Explore this niche →
Category and tags
- Horizontal
- Observability & eval
- B2B
- AI feature
- Commercial product
- Developer Tools
- Security
Visit website ↗ Source listing ↗
More like this: all 193 launches in network monitoring and diagnostics tools →
Could you build this?
Partial While basic SNMP polling and desktop UI can be built with help, reliable cross-platform SNMP polling engines and on-device streaming anomaly detection require specialized networking and ML engineering.
What it would actually take: Requires an efficient systems-level background daemon (Go/Rust/C++) implementing robust asynchronous SNMP v1/v2c/v3 polling loops without blocking. The analytics component requires an embedded streaming anomaly detection algorithm (like lightweight isolation forests or Kalman filters) tuned for noisy network interface counters. Building it cross-platform with high throughput and zero cloud dependencies demands non-trivial systems networking and low-footprint time-series storage design.
Competitors
Other products that read as similar to this one : 132 launches clear the similarity bar, closest 8 shown.
Attention rank: #36 of 133 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 306 days after the earliest competitor.
- INFRAON NMS · ph · 2026-09-22 · 1 upvotes · similarity 0.45
- network-inventory-advisor · github · 2026-11-10 · 102 upvotes · similarity 0.43
- I built a macOS tool for network engineers · hn · 2026-02-10 · 243 upvotes · similarity 0.43
- Network Monitor · hn · 2025-11-24 · 156 upvotes · similarity 0.43
- PeakHour 6 · ph · 2026-09-16 · 91 upvotes · similarity 0.42
- MeshServerWatch · ph · 2026-10-08 · 1 upvotes · similarity 0.42
- NetworkMonitor · ph · 2026-10-21 · 1 upvotes · similarity 0.42
- argus-monitor · github · 2026-11-10 · 102 upvotes · similarity 0.41
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.