One agent, everywhere
Chat with it in your terminal, drop it into a CI job, or run one shared server the whole team talks to. Same skills, same memory, same rules.
Explore moreKubernetes✦Terraform✦AWS✦Azure✦GCP✦Helm✦GitHub Actions✦ArgoCD✦
Incident RCA✦FinOps✦IAM Audits✦GitOps✦Alert Storms✦CI/CD Repair✦Code Review✦Runbooks✦
Why TalkOps
Incidents never stay in one console. They start as a page, run through logs and metrics, trace back to a deploy and end with a fix someone has to sign off. TalkOps handles that whole loop with you.
It never goes rogue
Read-only checks run instantly. Anything that could hurt production stops and asks you first. Every action gets a blast-radius score in under 100ms.
Explore moreRight brain, right price
Quick questions go to fast, cheap models and real outages get the frontier one. Pick from 26+ providers, including Anthropic, OpenAI, Gemini, Bedrock, Azure and local Ollama.
Explore moreAsk it like a teammate
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TalkOpsCorrelates pod events, logs and metrics, then proposes a safe limit change.
Official SREGym Conductor harness plus a 25-trial controlled ablation on the OpenTelemetry Astronomy Shop. Beta results.
0%
end-to-end resolution
23 of 23 live SREGym runs
0.0×
faster diagnosis
vs. Codex on the same base model
0×
fewer tokens
122K–210K per incident
~0¢
per resolved incident
not $5–$25 per run
Capabilities
Smart routing for cost, deterministic guardrails for safety and an extension model you can actually own.
How it works
The same loop runs whether you are typing in a terminal at 3 AM or a webhook wakes the server up.
Get started in 60 seconds
Start on your laptop, move the same workflows into CI, then run them centrally for the whole team. Nothing to rewrite.
1# Authenticate, verify your setup, then launch Smart Mode
2talkops auth set anthropic
3talkops doctor
4talkops --smart
5
6# or use the short alias
7ops --smart
A full terminal UI with Smart Mode routing, slash commands and live subagent cards.
Integrations & Ecosystem
Native credential chains for every major cloud, nine webhook adapters, 40+ AWS & DevOps plugins, 10 open-source MCP servers, and 26+ model providers, from frontier APIs to local models.
Community
TalkOps is Apache 2.0 and built in the open. Star the repo, join the Slack, ship a plugin, or tell us what broke at 3 AM.