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Daily edition · DevOps

The daily ledger

TILens turns technical updates into a focused daily brief: official releases, trusted reporting, and practitioner analysis, deduplicated and organized by topic.

14 Jul 2026 edition
DevOps

Building a Custom Metrics Exporter for Kubernetes

Kubernetes ships with built-in awareness of CPU and memory, but most real-world scaling decisions depend on signals that live entirely outside that narrow window: how many messages are waiting in a queue, how long the…

Source: Kubernetes Blog
DevOps

Introducing Usage Limits for Pulumi Neo

Pulumi Neo is an AI agent that takes on real infrastructure work, and it’s natural to want to hand it more and more. Usage limits give you control so you can do exactly that: set a monthly dollar limit, and Neo pauses…

Source: Pulumi Blog John Keiser
DevOps

Knowledge as Code: The Memory File Just Got a Spec

Five weeks ago I wrote that the least glamorous piece of an agent loop is also the one that decides whether it compounds: memory. A markdown file outside the context window that holds what is done, what is next, and…

Source: Pulumi Blog Engin Diri