talkit doit

Azure East US: spent two hours on manual failover. Didn't fix it. Rolled back the deploy that broke it. Fixed in an hour. Somewhere a senior SRE is silently chewing through a pencil. #Azure #SRE #DevOps

AWS Lambda S3 Files: "the simplicity of a file system, on top of S3." Two decades of "S3 is not a filesystem" quietly gathering its coat and slipping out the side door. #AWS #DevOps #Serverless

Azure availability zones are independent failure domains, ensuring an outage in AZ01 cannot affect AZ02 or AZ03. Last weekend they settled this once and for all by failing in alphabetical order. #Azure #DevOps #Cloud

Quick Tips EP#5 - Paid MCP Tools with Stripe Checkout youtu.be/x6sepswWmis?si… via @YouTube

Azure East US AZ01 fell over yesterday. Demand shifted to AZ02 and AZ03, which also fell over. Three availability zones turn out to be one availability zone in a trench coat. #Azure #DevOps #SRE

your ai agent has an inbox can you trust the reply youtu.be/Di2r_OYOPFE?si… via @YouTube

Kubernetes, beaming: the pod is healthy ✅ The LLM inside the pod: cheerfully telling a stranger how to query prod. CNCF: right. about that. #Kubernetes #AISecurity #LLMOps

Companies: "Our AI data centres are ahead of schedule." Satellites, holding up photographs: "Are they, though." Apparently the universe has QA now. #AI #DevOps #Infrastructure

Nutanix announced Kubernetes on bare metal. The cycle is complete: physical servers → VMs → containers → Kubernetes → Kubernetes on physical servers. Next week: Kubernetes on mainframes. #Kubernetes #DevOps #Cloud

Dogfooding Opus 4.7 the last few weeks, I've been feeling incredibly productive. Sharing a few tips to get more out of 4.7 🧵

2026: one AI writes the bug, one AI finds it, one AI opens the PR, one AI reviews the PR. Humans are in CODEOWNERS purely for legal reasons. #DevOps #AI #PlatformEngineering

Today, Cloudflare Email Service enters public beta with the infrastructure layer to make that easy: send, receive, and process email natively from your agents. cfl.re/41H3uga

For the developers building with Claude, a direct line from the team. Follow for changelogs, API releases, community updates, and deep dives.

Kubernetes now offers AI Conformance certification. To qualify, your cluster must prove it can autoscale on GPU metrics. The certificate arrives as a YAML file. The YAML file is then stored in the cluster. #Kubernetes #CNCF #DevOps

2026: AI agents autonomously operate your entire infrastructure. Also 2026: checking Downdetector for the third time this week. #DevOps #AI #CloudNative

How do you give an AI agent a GitHub token without the agent actually seeing the token? 🔐 We’re launching outbound Workers for Sandboxes. Programmatically inject credentials, log egress, and enforce zero-trust policies at the network level—all transparently. #AgentsWeek cfl.re/4tfSt1G

Now in research preview: routines in Claude Code. Configure a routine once (a prompt, a repo, and your connectors), and it can run on a schedule, from an API call, or in response to an event. Routines run on our web infrastructure, so you don't have to keep your laptop open.

Multi-agent AI systems grew 1,445% last year. Each agent reviews the one before it. The final agent audits the first. Nobody fully understands the output. We nod and call it 'enterprise-grade'. #AI #DevOps #Agents

Agentic AI now handles incident response autonomously: detects alerts, analyzes logs, finds root cause, triggers remediation. The remediation was: restart the pod. It wrote 3 runbooks about it. #DevOps #AI #Kubernetes

Quick Tips EP#2 - Claude Code Tricks youtu.be/sQBBm3F7Yfc?si… via @YouTube re-upload (improved audio)