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Latest Articles

DEV Community
dev.to > chad_ray_7d6ba00/91/1308ded > when-every-event-looks-normal-logster-and-the-context-gap-in-endpoint-detection-o2b

When Every Event Looks Normal: Logster and the Context Gap in Endpoint Detection

2+ hour, 32+ min ago   (1029+ words) A PowerShell process starts. A script appears in a temporary directory. A scheduled task is registered. A connection goes out to an unfamiliar address. An analyst could find a reasonable explanation for each of those actions. Software deployment, perhaps. A…...

DEV Community
dev.to > darkpandawarrior > one-global-threshold-is-how-you-delete-valid-data-303h

One global threshold is how you delete valid data

7+ hour, 10+ min ago   (388+ words) Our GPS filter worked perfectly, right up until someone sat in Bangalore traffic. A parked phone does not sit still in the data. The reported position wanders a few metres in every direction, and if you naively sum the gaps…...

Medium
medium.com > @vishnu_73501 > real-time-ai-monitoring-catching-model-drift-before-it-costs-you-4060d0699e15

Real-Time AI Monitoring: Catching Model Drift Before It Costs You

3+ hour, 12+ min ago   (499+ words) Then there’s the drift your own team introduces. Someone tweaks a system prompt to fix one edge case and shifts the distribution of every other output. A retrieval index gets rebuilt with a different chunking strategy. A fallback route that…...

Hackster.io
hackster.io > ryankiprotich42 > edge-genai-models-for-industrial-anomaly-detection-cf1ac7

Edge GenAI Models for Industrial Anomaly Detection

4+ hour, 27+ min ago   (913+ words) In this article, we explore how Edge GenAI models can drive industrial anomaly detection and predictive maintenance using the Arduino Uno Q. The core idea was this, an inspection system should do more than just declare whether a device is damaged…...

DEV Community
dev.to > arhuman > the-logging-dilemma-58po

The Logging Dilemma

9+ hour, 7+ min ago   (123+ words) Every developer has lived through this scene: the adrenaline spike when a production incident is... Tagged with go, monitoring, logging, module....

DEV Community
dev.to > sergeisolod > my-fdcservers-vps-was-online-disk-reads-were-taking-187-seconds-4796

My FDCServers VPS Was Online. Disk Reads Were Taking 18.7 Seconds

14+ hour, 33+ min ago   (1599+ words) I actually liked FDCServers. That is probably the strangest way to start an article about a VPS that eventually became unusable enough for me to cancel it. For quite a while, the server worked normally. It handled real production traffic....

DEV Community
dev.to > gitgo_5662 > first-rollback-revert-the-agent-pr-you-cannot-explain-3akh

First Rollback: Revert the Agent PR You Cannot Explain

14+ hour, 35+ min ago   (783+ words) Your first AI pull request will often need rollback. Plan that rollback before you merge anything. You lack repo history on day one. Agents still produce large and confident diffs today. A rollback plan keeps that blast radius tiny. First…...

Medium
medium.com > @optimzationking2 > when-autoscaling-makes-an-outage-worse-bd77a264dabc

When Autoscaling Makes an Outage Worse

11+ hour, 54+ min ago   (30+ words) The traffic suddenly spikes. CPU reaches 85%. The autoscaler notices. More instances appear. Then more. Then more. Your dashboard looks like the system is …...

Medium
medium.com > serverinspector > what-is-uptime-monitoring-a-practical-look-at-synthetic-checks-14fdf59e71c6

What Is Uptime Monitoring? A Practical Look at Synthetic Checks

12+ hour, 32+ min ago   (350+ words) Originally published at https://serverinspector.com/blog/what-is-uptime-monitoring-synthetic-checks Imagine your website going dark at …...