Opsphere connects your stack (AWS, K8s, Datadog) to Cursor, Codex, Claude and more. Investigate incidents with real evidence, without switching contexts.
Investigate with read-only access by default.
Tell us about your stack and we’ll help you get started.
Seamless integration with your stack
WHAT IS OPSPHERE
Opsphere connects your existing infrastructure, observability, deployment, code and edge systems. It queries their data and brings relevant evidence together for investigations and decisions.
Your tools remain the source of truth. Opsphere connects the operational knowledge between them.
HOW IT WORKS
Opsphere retrieves evidence from your existing systems and connects it to the operational question. It retains useful context for future investigations. Your tools keep their data. Opsphere adds a structured operational layer across them.
Connect cloud, Kubernetes, observability, deployment, code, security and edge without replacing your tools.
Query current signals in their source systems and connect infrastructure, changes and errors when needed.
Test hypotheses against real results, calculated confidence, timelines and verification conditions.
Reuse relationships and findings from earlier investigations without copying telemetry.
EVIDENCE-BACKED INVESTIGATIONS
Opsphere tests possible causes against evidence from your existing systems. It separates facts from inference and checks supporting and contradicting evidence. Calculated confidence shows how strongly the evidence supports each conclusion. Explicit verification conditions make clear what still needs checking.
Evaluate several plausible explanations at the same time instead of committing too early to a single cause.
Link findings to real results from infrastructure, observability, deployment, code, network and other operational tools.
Confidence is derived from evidence quality, independent sources and contradictions — not simply from how confident an AI model sounds.
Define what must become true before treating a conclusion or recommended resolution as validated.
Facts, inference and confidence remain distinct — so teams can see why Opsphere reached a conclusion.
OPERATIONAL CONTEXT
Opsphere connects services, environments, repositories, accounts and domains through Operational Context. It reuses relevant knowledge from earlier investigations. Retrieval is scoped to the tenant, account and environment under investigation. Metrics, logs, traces, code and infrastructure stay in their source systems.
Maintain structured relationships between relevant operational entities so Opsphere can understand how parts of the environment connect.
Preserve structured findings, hypotheses, conclusions, evidence references, recommendations and verification from previous investigations.
Surface relevant previous investigations when symptoms, services, environments or other operational signals overlap.
Retrieve only the context relevant to the current tenant, account and environment instead of loading unrelated knowledge into every investigation.
Your tools remain the source of truth. Opsphere keeps the operational knowledge between them.
IDE & AI INTEGRATION
Query, inspect and investigate your operational systems without leaving your IDE or your AI assistant.
Turn Cursor into your operational command center — run investigations and inspect systems directly from your editor.
Connect OpenAI Codex to your operational context through MCP and investigate without switching tools.
Connect Claude to the same operational context through MCP and investigate your systems with structured evidence.
Also works with GitHub Copilot, Antigravity, OpenCode, VS Code, Warp and Slack.
READ-ONLY BY DEFAULT
Cursor, Codex, Claude and other compatible clients can use Opsphere to query and investigate your operational systems. Connections are configured as read-only by default, and Opsphere presents recommendations without executing autonomous changes on your behalf.
