AI SRE needs more than AI: it needs operational context
An AI SRE can diagnose a failure in seconds, yet incidents still drag without ownership and context. Why operational context decides whether AI SRE delivers.
Rootly Blog
Perspectives on AI, engineering, and the humans keeping systems running.
AI Blog - Page 2
Taming the angry intern: how AI is reshaping platform engineering
Treat AI in platform engineering like an ambitious intern: scoped credentials, clear limits and policy-driven guardrails, drawing on a PlatformCon NYC panel.
Designing for AI with AI
Designing AI products adds a fourth step, interpretation, to input, system and output. What that means for product design and how Rootly designs for AI with AI.
Building trust with AI agents in site reliability engineering
How AI agents work in production operations, what they can and cannot do today, and how building trust with them will change the way SRE teams operate.
Llama 4 benchmarked against coding-centric models
Rootly AI Labs analyzes the performance of Meta’s Llama 4 models and finds they underperform compared to competitors like Claude 3.5 Sonnet and Qwen2.5
A guide to evaluating AIOps and agentic AI tools
A practical framework for evaluating AI tools based on four core pillars: Accuracy, Transparency, Adaptability, and Agentic capabilities.
TDX 2025: agentic AI is changing how we work
TDX was buzzing with energy as Salesforce unveiled Agentforce 2.0, bringing agentic AI directly into Slack.
Classifying error logs with AI: can DeepSeek R1 outperform GPT-4o and Llama 3?
Rootly and the HackOS team distilled DeepSeek R1 from 671B to 70B parameters and benchmarked it against GPT-4o and Llama 3 on classifying Apache error logs.
How meta and Google use AI to improve incident response
Discover how Google is optimizing for accuracy in its AI strategy, while Meta strives to expand its response capabilities through machine learning.
Boost your productivity with AI-powered tools
Explore how AI-powered tools like Slack, Salesforce, Canva, and Rootly are revolutionizing the way we work.
Building a privacy-first AI for incident management
How Rootly builds AI for incident management in Slack with privacy in mind, protecting customer data while helping teams cut through information overload.
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