OnCallOS diagnoses production incidents against your real history, safely auto-executes the low-risk fixes against your real infrastructure, and escalates the rest — with full context already attached.
Every incident moves through the same four stages — nothing happens silently, and nothing destructive happens without approval.
Each org connects Datadog with its own unique webhook secret and API key — configured from Settings in under a minute, with copy-paste instructions and a payload template ready to go.
Before diagnosing anything, OnCallOS retrieves the most similar past incidents — by meaning, not keywords — and picks the correct one of four real tools based on the actual root cause, not just the symptom.
Error rate spiked immediately after the latest deployment — the code, not load or cache, is the likely cause.
Low-risk, well-understood fixes execute for real against your connected Railway services — after capturing the exact state needed to undo them. Anything risky goes to a human for approval, every time.
After every action, OnCallOS independently re-checks the real infrastructure state — not the API call's own success flag — before writing a resolution. If verification fails, the incident stays open for a human.
An autonomous system that touches production has to earn every action it takes.
High-risk or unfamiliar actions always wait for explicit sign-off — never guessed at.
State is captured before every action, so a bad fix can always be undone with one click.
Railway tokens are AES-256-GCM encrypted at rest and validated against the real API before saving.
Every diagnosis, action, and approval is recorded and reviewable after the fact.
Every action is re-checked against real infrastructure state — never just the API call's own success flag.
Each org gets its own Datadog webhook secret and its own connected services — never shared.
Connect Datadog and your first Railway service in minutes.