Related reading
How Databricks’ marketers use data 3x more with Genie, an AI analytics assistant
Databricks built Marge, a Genie‑powered conversational analytics assistant on a governed Marketing Lakehouse. By starting with a single high‑value use case (email campaign performance), documenting data, encoding verified answers, teaching business terminology, and embedding the tool in existing ticket workflows, they achieved 85% adoption, 3× higher data usage in decisions, 50% QoQ usage growth,…
Databricksdatabricks.com10 minSqualk: an old-school forum engine built on Nostr (NIP-29 groups, NIP-7D threads)
Squalk is a SvelteKit‑based forum built on the Nostr protocol, implementing NIP‑29 groups and NIP‑7D threads. It can run in a single‑forum “simple” mode or a multi‑forum “full” mode, with chat sidebars, markdown resources, and optional server‑side rendering for SEO. Configuration is done entirely via `PUBLIC_` environment variables, and deployment scripts support both static hosting and Node SSR,…
Lobstersgithub.com5 minlobste.rs12The Road to Better Performance Profiles – Part 2
Mozilla’s Automation Team added native system‑wide profiling to their CI pipelines for Speedometer 3 on Windows, macOS, Linux, and Android, using xperf, perf, and simpleperf together with the samply toolchain, and modernized the mozgeckoprofiler symbolication stack by replacing the legacy Eliot service with samply and profiler‑edit.
Mozilla Automation Teammozilla.org5 minServer Monitoring in the age of AI: What static thresholds miss and how adaptive monitoring fixes it?
Static CPU/memory thresholds generate noise because workloads vary by time‑of‑day, day‑of‑week, and long‑term trends. Adaptive monitoring learns per‑server baselines (using simple ML on historic metrics) and creates dynamic thresholds plus anomaly alerts. ManageEngine OpManager’s Zia engine is presented as a turnkey AIOps solution that auto‑learns baselines, lets you set sensitivity, and adds ale…
SitePointsitepoint.com6 minMicrosoft Open-Sources TauGrid to Simplify AI Workload Management on Kubernetes
Microsoft open‑sourced TauGrid, a Helm‑installable platform that bundles Kueue, KubeRay and other components to schedule, monitor and checkpoint AI workloads on GPU‑enabled Kubernetes clusters. Engineers define jobs in a simple `tau.yaml`, and TauGrid handles queuing, health checks, and observability, simplifying AI workload management.
InfoQinfoq.com2 minMigrating to Java 17: The Hows, Whys, and Whens
A product‑focused overview of CloudBees CD/RO’s new integration with Argo Rollouts, describing the supported blue‑green and canary strategies, service‑mesh compatibility, and UI/analytics features. No deep technical walkthrough or performance data.
Codeshipcloudbees.com6 min
