26+ min ago  (1028+ words) Field Lab record: Prometheus #11505 This field test was about a small but important remote-write boundary in Prometheus: labels are required to be sorted lexicographically, but incoming remote-write labels could pass through a conversion path before that requirement was enforced. That…...

28+ min ago  (1081+ words) Field Lab record: Prometheus #12244 This field test was about documentation, but not "just documentation." The public issue reported confusion around Docker Swarm task discovery metadata in Prometheus. The user expected __meta_dockerswarm_container_label_ to expose labels from the running container or image, such…...

20+ min ago  (381+ words) I've found that Kubernetes observability is a unique beast, different from monitoring your application, you're dealing with infrastructure, workloads, and the cluster itself, but fortunately the tooling has come a long way so you don't have to start from scratch…...

27+ min ago  (643+ words) Here's a changelog entry nobody asked for: ## v2. 4. 0 - fix stuff - wip - address PR comments -. .. Tagged with ai, devops, releasenotes, changelogautomation....

23+ min ago  (734+ words) I build Word Press plugins on my own, and I started using Claude Code for the obvious reason: to write code faster. Six months later, the part it actually saved me wasn't the code at all. It was everything around…...

12+ min ago  (1644+ words) The dangerous thing about CI agents is not that they can write code. It is that they run in the place where we already concentrate trust. CI has repository access. CI has tokens. CI has build logs. CI can fetch…...

3+ hour, 50+ min ago  (197+ words) Peter Zhang Jun 19, 2026 16: 33 Git Hub's Qubot, powered by Copilot, streamlines data analysis by enabling employees to query data in plain language. Here's how it works. Git Hub has introduced Qubot, an internal analytics tool powered by its Copilot AI, designed…...

1+ hour, 37+ min ago  (325+ words) O controle de vers'o " um sistema que registra as altera'es feitas em um arquivo ou conjunto de arquivos ao longo do tempo. Se algo quebrar, podemos voltar a uma vers'o anterior que funcionava. Se duas pessoas editarem o projeto ao…...

1+ hour, 18+ min ago  (247+ words) Docker Compose runs multi-container applications from a single YAML file. One command can start an API, a database, a message broker, and supporting tools for local development - without installing each service on the host machine. This post covers Compose concepts…...

10+ hour, 20+ min ago  (378+ words) Civic Ops Command Platform is a multi-agent civic emergency dispatch system built for the Band of Agents hackathon. It helps municipalities turn scattered citizen reports into structured, trackable response workflows. When a resident reports an issue such as a burst…...