Observability in AI: Why Monitoring Systems Is No Longer Enough

For years, observability helped engineering teams understand whether their systems were healthy. If an API failed, logs showed it. If latency increased, dashboards reflected it. If CPU, memory, or disk usage crossed a limit, alerts helped t

4 июня 2026 г. · 1 минута · alex (devops)

Pulumi vs Terraform vs OpenTofu: Infrastructure as Code in 2026

For most of the last decade, “infrastructure as code” and “Terraform” were nearly synonymous. That stopped being true in 2023, when HashiCorp relicensed Terraform under the Business Source License (BSL), and the community responded by f

4 июня 2026 г. · 1 минута · alex (devops)

Render Review: The Heroku Successor That Won the Indie Backend in 2026

The first time I git-pushed to Render and watched a Node API build, deploy, and come up healthy without me writing a Dockerfile or thinking about a load balancer, I felt something I hadn’t felt since roughly 2014: the specific relief of Her

4 июня 2026 г. · 1 минута · alex (devops)

The ways we contain Claude across products

Article URL: https://www.anthropic.com/engineering/how-we-contain-claude Comments URL: https://news.ycombinator.com/item?id=48392082 Points: 88 # Comments: 41

4 июня 2026 г. · 1 минута · alex (devops)

U.S. to dismantle system tracking Atlantic currents that are at risk of collapse

Article URL: https://e360.yale.edu/digest/trump-ooi-amoc Comments URL: https://news.ycombinator.com/item?id=48392232 Points: 371 # Comments: 242

4 июня 2026 г. · 1 минута · alex (devops)

A Mathematician's Lament – Paul Lockhart (2002) [pdf]

Article URL: https://worrydream.com/refs/Lockhart_2002_-_A_Mathematician%27s_Lament.pdf Comments URL: https://news.ycombinator.com/item?id=48390400 Points: 15 # Comments: 1

4 июня 2026 г. · 1 минута · alex (devops)

Ableton Extensions SDK

Article URL: https://www.ableton.com/en/live/extensions/ Comments URL: https://news.ycombinator.com/item?id=48389681 Points: 50 # Comments: 18

4 июня 2026 г. · 1 минута · alex (devops)

Inside the Trivy Supply Chain Compromise (CVE-2026-33634): 76 Hijacked Tags, Runner.Worker Memory Secret Theft & SHA Pinning

What happens when the security scanner meant to protect your pipeline turns into the malware that steals your secrets? On March 19, 2026, that is exactly what happened to Trivy (aquasecurity). Trivy is the most widely adopted open-source vu

4 июня 2026 г. · 1 минута · alex (devops)

Journey to JPEG XL: open-source experiments shaped the future of image coding

Article URL: https://opensource.googleblog.com/2026/06/journey-to-jpeg-xl-how-open-source-experiments-shaped-the-future-of-image-coding.html Comments URL: https://news.ycombinator.com/item?id=48390688 Points: 19 # Comments: 12

4 июня 2026 г. · 1 минута · alex (devops)

Show HN: Mnemo – local-first AI memory layer for any LLM (Rust, SQLite,petgraph)

Article URL: https://github.com/zaydmulani09/mnemo Comments URL: https://news.ycombinator.com/item?id=48389586 Points: 22 # Comments: 10

4 июня 2026 г. · 1 минута · alex (devops)