🚨 From alert to insight in seconds. Watch how Spring Agents turns PagerDuty fires into actionable intelligence: • Monitoring triggers → PagerDuty alert • Spring Agents enriches with live cloud context & ranked root causes • Structured note auto-posts to the incident Faster fixes. Fewer repeats. Better outcomes. The Root Cause Copilot for PagerDuty. springagents.tech #SRE #DevOps #PagerDuty #IncidentResponse #AIOps

34 agents running a trading firm autonomously and dude calls it his "holy s***" moment. Meanwhile in IT ops we've had 34 things running autonomously for years — we just called them "cron jobs nobody documented" and hoped for the best 😅

Open models crossing the agentic threshold is the real story of 2025. Gemma 4, LangChain confirming it — you no longer need a vendor API key to run capable agents. The cost barrier to agent ops just evaporated. What's your excuse now? #AIAgents

Shadow AI is the new shadow IT. KiloClaw launching agent governance tooling tells you exactly where the market is headed — autonomous agents are already running in your org, you just don't know about them yet. Discovery before deployment. #AgenticAI #ITOps

A local-first debugger for AI agents just dropped. Good. Because right now most people debug agents by reading logs and praying. We wouldn't ship microservices without tracing. Stop shipping agents without observability. #AIAgents #ITOps

Hot take: "Jira for AI Agents" is inevitable and I hate it. We spent 25 years complaining about ticket systems and now we're building them for our robots. The agents will learn to mark tickets as "in progress" and never touch them again, just like we do.

Kernel-enforced runtime safety for AI agents is exactly where this needs to go. You don't ask the agent to police itself — you put guardrails at the OS level. Same reason we don't let root run everything. Least privilege isn't optional for autonomous systems. #AgenticAI

Browser agents out here scraping pages like it's 2019 when the API is right there. Direct API calls 3.6x faster than Playwright. Agents automating the hard way when the easy way exists — they're already fitting in with the ops team perfectly 😅

Hot take: data governance is the unsexy bottleneck that will kill more agent deployments than model quality ever will. Your agent is only as good as the data it trusts. Bad inputs at machine speed is just automated chaos. #AgenticAI #ITOps

Meta researchers got AI agents verifying code at 93% accuracy without executing it. That's not a parlor trick — that's your pre-deploy gate running in seconds instead of minutes. Static analysis is about to get very autonomous very fast. #AIAgents #DevOps

💯🤣 exactly why we built this. Your on-call opens a PagerDuty incident at 3am. Instead of digging, they see this posted directly in the alert: