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DeviceWatch
SNMP monitoring where AI learns what's normal per interface
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.
Hey Product Hunt — I'm the developer.
DeviceWatch polls your switches, routers, firewalls and servers over plain SNMP v2c/v3. No agents, no collector to stand up, no cloud account — it runs on one machine and talks straight to your gear.
The part I'm actually proud of: on-device AI builds a per-interface baseline (time of day + day of week) instead of one static threshold for everything, and it learns which alarms you keep dismissing so it stops emailing you about those specifically — it never silences an actual device outage, though.
Rather than describe it, try the demo, no signup: meshwatch.app/demo/devicewatch/
Go to Alarms, switch "All alarms" to "Grouped by cause", and watch 14 alarms collapse into 2 actual incidents. That's basically the whole pitch in one click.
macOS/Windows/Linux, up to 250 devices per licence ($999/yr), 30-day free trial with everything unlocked, no card required. Network maps are built from LLDP/CDP.
Honest limits: the Windows build isn't code-signed yet, so you'll see a SmartScreen warning on first run. Hardware health profiles are field-tested for most major vendors, but Juniper and Cisco WLC are implemented and explicitly flagged in the app as not yet verified against real hardware.
Happy to answer anything — what would make this useful in your environment?
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About DeviceWatch on Product Hunt
“SNMP monitoring where AI learns what's normal per interface”
DeviceWatch was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #151 on the daily leaderboard. 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.
DeviceWatch was featured in Developer Tools (519k followers) and Security (2.9k followers) on Product Hunt. Together, these topics include over 88.7k products, making this a competitive space to launch in.
Who hunted DeviceWatch?
DeviceWatch was hunted by Hulin Li. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
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Hulin Li