Atlas SRE is an AI-Powered Engineering Incident Intelligence System. It securely parses your postmortems and architecture docs directly in the browser, eliminating the need for centralized vector clouds.
How do we mitigate a cache stampede based on the Redis incident?
Based on the 2024 Redis Outage Postmortem, the primary mitigation strategy for a cache stampede involves implementing probabilistic early expiration and strict connection pooling limits.
Atlas operates entirely within your browser using local TF-IDF overlap evaluation, ensuring absolute privacy for your sensitive infrastructure data.
Drag & drop sensitive PDFs. Text layer extraction happens via PDF.js Web Workers locally.
Local TF-IDF lexical engine chunks and mathematically indexes text entirely in-memory.
Lightning-fast keyword overlap scoring fetches the most relevant context securely.
Gemini 3.5 Flash/Pro synthesizes a cited response using only your provided context.
Everything you need to triage incidents and explore architecture, built right in.
A specialized chat interface utilizing Gemini 3.5 Flash/Pro for context-aware synthesis. Ask about recent incidents, trigger instant macros like "Draft RCA", and monitor confidence via the RAG Transparency Log.
Drag-and-drop PDF ingestion with high-fidelity canvas rendering via PDF.js. Your documents stay local while live metrics track extracted chunks and total document count.
An automated operational dependency mapper that parses uploaded architecture documentation and visualizes relationships between critical services using an elegant ASCII-style tree topology.
Enter the workspace to load the demo dataset or securely upload your own operational documentation.