Operations | Monitoring | ITSM | DevOps | Cloud

Everyone online seems to have a fully autonomous SDLC. Most enterprises are still at level 3, and they'll be there for years. In the EVOLVE 2026 opening keynote, Cortex co-founders Anish Dhar (CEO) and Ganesh Datta (CTO) lay out a practical maturity model for getting from AI coding agents to an AI software factory without blowing up cost, quality, or security along the way. They've watched hundreds of engineering orgs adopt AI over the last two years. This talk distills what separated the successful rollouts from the chaotic ones.

This video walks through what it looks like to treat Sentry's Seer agent the way you already treat a chatbot, asking it plain language questions about your own production application. From Slack or inside your Sentry account, Seer Agent can answer questions with real context: the affected spans, the recent release, the likely cause. Seer doesn't stop at answering questions. Ask it to act on what it just told you and it completes that work inside Sentry, serving as an assistant to your projects, team workflows, and your future self.

LLM providers charge you for caching, and they do it on their terms. You can run it yourself for a fraction of the cost. In this Aiven webinar, Jay Miller (Staff Developer Advocate) shows how to use semantic caching and semantic routing on Valkey to cut prompt costs + latency. You'll see a working demo, "Template Scout", that searches GitHub for deployable repos and picks the cheapest model that can answer each question.

Connect your instance to Claude, Cursor, or any MCP-compatible tool to easily manage automation jobs, workflows, and ACL policies. API token and permissions still apply, keeping your automation secured and controlled.#Automation.

PagerDuty’s October Product Drop is here! Includes PagerDuty Docs (GA), AI-Powered Incident Communications (in rolling GA) and RBA/Rundeck MCP Server (GA).

Publish internal and external status page updates without leaving your Slack incident channel. SRE Agent brings in Scribe Agent to capture the bridge call and channel discussion, drafts the update from that context, and surfaces it in Slack for a responder to review and publish. Stakeholders stay informed. Responders stay on the fix. Now in rolling GA for customers using Slack and Status Pages.#IncidentManagement.