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News
Why Observability Is Critical for Public Sector Security
2+ hour, 38+ min ago (846+ words) Learn how AI is helping IT teams manage risk and improve resilience. John Candillo is a field CISO at CDW. Public sector security teams are good at mobilizing when an attack is underway. The harder problem is finding the conditions…...
Mexico City Expands PM2.5 Monitoring
2+ hour, 8+ min ago (565+ words) Mexico City’s Ministry of Environment (SEDEMA) presented a project to representatives of institutions and NGOs that will use low-cost monitors to study the behavior of particulate matter smaller than 2.5µm (PM2.5) in the Iztapalapa borough in greater detail. PM2.5 is considered one of…...
Dynatrace Study Finds AI Reshaping SRE and Platform Engineering
2+ hour, 20+ min ago (306+ words) New research shows SRE and platform engineering teams are increasingly responsible for making AI trustworthy, scalable, and reliable Closing the Gap Between AI Development and AI Operations The Arize acquisition will help address this need directly: bringing AI-native evaluation into…...
I built agent-inspect to debug TypeScript AI agent trajectories
3+ hour, 27+ min ago (627+ words) Turn one local TypeScript agent trace into an execution tree, deterministic CI checks, and reviewable Evidence v2—without an account or collector. Tagged with typescript, ai, agents, testing....
Applied Sciences, Vol. 16, Pages 8468: AdaNMD: Nested Diffusion with Adaptive Resolution Decision for Efficient Industrial Anomaly Localization
4+ hour, 32+ min ago (396+ words) Accurate anomalous localization is a core challenge in industrial visual quality inspection. Current diffusion-based methods typically rely on single-scale reconstruction at a fixed resolution, often exhibiting limited performance on subtle or low-contrast anomalies due to the lack of hierarchical feature…...
Rocket Software Advances AI Enablement for Application Modernization Across Mission-Critical Platforms
8+ hour, 19+ min ago (233+ words) Unlike consumer-grade AI tools or siloed automation products, Rocket applies AI directly to mission-critical platforms for deeper insights and more powerful automation. Rocket Software's solutions are designed to operate across hybrid architectures, support modern containerized deployments, and integrate with existing…...
Retries Can Make Outages Worse
2+ hour, 11+ min ago (222+ words) Retries are one of the easiest resilience patterns to add and one of the easiest to get wrong. The idea is sound. Transient failures happen. Networks drop packets. Load …...
Multi-Cloud Observability: AWS vs Azure vs GCP [2026]
11+ hour, 33+ min ago (1183+ words) This guide targets an Australian engineering audience running production or near-production workloads, so every step includes region notes for ap-southeast-2 (Sydney), australiaeast, and australia-southeast1 where it matters, plus AUD-adjusted cost framing where pricing is published in USD. Before starting, confirm…...
Trading Chaos for Containers
3+ hour, 33+ min ago (359+ words) Why I Didn’t Install Everything Directly on My Server At this point in Project Genesis, I finally had something that resembled a real server. The hardware was …...
A Dead-Man's Switch That Pages Once and Goes Quiet Is Worse Than None. Ours Went Silent for 43 Days.
8+ hour, 26+ min ago (649+ words) So heartbeat monitoring looks trivial: store a timestamp on every ping, and if now - last_seen > expected_interval, fire an alert. It is about ten lines. And it is exactly those ten lines that will let 43 days of downtime pass without a second word…...