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How I Learned to Stop Worrying and Love the Reconciliation Loop You've got ten Claude Code agents running. Each is working on a different issue. Agent 3 just created a PR that conflicts with Agent 7's changes. Agent 5 has been stuck on "Analyzing codebase…" for 45 minutes. Welcome to multi-agent chaos. Turns out, scaling AI coding agents from 1 to 10+ is a completely different problem from running a single agent in…
Миссия на сегодня: — обновить платформу, не обновляя весь Kubernetes; — встроить AppSec, не остановив релизы; — пережить падение хранилища секретов; — защитить LLM и понять, куда исчезли все токены; — усложнить Admission-политики, не положив API-сервер. Если звучит как особенно бодрое дежурство — приходите 15 октября на DevOps-трек конференции Orion soft «Большая игра» . Там эти сценарии разберут по архитектуре,…
Kubernetes is migrating from SPDY to WebSockets I maintain an app that builds on top of kubernetes port forwarding, so i track KEP-4006 because the streaming protocol underneath keeps changing. I wrote about this back in april 2024 around Kubernetes 1.30, and six releases later it's changed enough to be worth another look. https://kftray.app/blog/kubernetes-spdy-to-websockets
Server-side apply: what happens when you run kubectl apply Server-side apply matters because Kubernetes objects are shared state: it moves field ownership into the API server, so apply-style tools can surface conflicts instead of hiding them as silent overwrites. https://learnkube.com/server-side-apply-kubernetes
How Netflix Simplified Batch Compute with Kueue As a part of the journey to transition Netflix's compute infrastructure to be more Kubernetes-native, we have leaned into incorporating components from the Kubernetes ecosystem into our container platform Titus. One example of this is our use of Kueue, a cloud-native job queueing system for batch workloads, which has largely replaced the custom queuing and scheduling…
openrig A harness wraps a model. A rig wraps your harnesses. Define your agent team in YAML, boot it with one command. Claude Code and Codex in the same rig, managed as one system. OpenRig turns AI coding agents from a pile of terminal sessions into a persistent, organized team. Talk to a lead agent about the outcome you want; it can coordinate specialists across teams and bring you results and decisions that need…
whiteboard Whiteboard is an open-source desktop app where humans and agents can architect software together in a common workspace. https://github.com/devdotfast/whiteboard
walgithub walgit with a GitHub Enterprise Server facade — git over smart HTTP from an object-store bucket https://github.com/rgodha24/walgithub
🎇 Главная идея DevSecOps: безопасность перестаёт тормозить разработку. Вместо проверок «после релиза» всё встроено в пайплайн: код проходит SAST, контейнеры сканируются, инфраструктура проверяется на комплайенс. В итоге релизы выходят быстрее и при этом безопаснее. Этому и учит курс DevSecOps от Академии Codeby на практике: ⏺ 9 модулей, 48 занятий, 90% практики ⏺ Стек: Docker, Kubernetes, Terraform, Vault, Ansible,…
How We Built a Data Warehouse Using ClickHouse When the scripts that generate the data for letsencrypt.org/stats broke yet again, we decided to retire it rather than repair it. Let’s Encrypt issues six to ten million certificates each day, producing a large volume of logs that keeps growing. It became increasingly time-consuming and difficult to answer questions about our own issuance like “how many certificates use…