Dynatrace feeds its incident data to Cognition's Devin, the AI agent that writes the fix
Cognition launched Devin Oncall on October 15, pointing its coding agent at production incidents behind a claimed $1 billion run rate. Dynatrace signed as launch partner and is feeding the agent root-cause data, and who gets paid per resolved incident is now the open question for listed observability vendors.
Vincent Jiang · 3 min read
The agent now answers the pager
Devin, Cognition's~$10B — Cognition's, private, latest valuation ~$10B autonomous software engineer, picked up on-call duty on October 15 1. Devin Oncall starts when an alert, bug report or incident fires, traces the root cause through telemetry, code and deployments, and opens a fix pull request for an engineer to review 12. The money question is who invoices the incident: Cognition sells the agent that writes the fix, and the listed vendors that sell diagnosis are the exposed side of that trade.
Cognition says the agent was already handling thousands of production alerts a day before the launch, the company's own claim, made on X 1. Triggers include Slack channels, Microsoft−1.36% — Microsoft, down 1.36 percent today Teams messages and PagerDuty−4.55% — PagerDuty, down 4.55 percent today incidents 2. The path was signposted on May 18, when Auto-Triage began watching alerts and opening pull requests 3.
The seller claims a billion-dollar year
Cognition announced a $1 billion annualized revenue run rate on September 25, double the $492 million it claimed for May; actual revenue is undisclosed 34. Behind it sits more than $2 billion raised at a $48 billion valuation on September 8, led by Andreessen Horowitz and Accel 5. Enterprise contracts carry an AI Productivity Guarantee worth up to $10 million: if Devin delivers less engineering value than a customer pays for, Cognition funds the usage 3.
Cognition's stated run rate doubled in four months
- Stated run rate
- Estimate
Data
| Stated run rate | |
|---|---|
| May 2026 | $0.49B |
| 8 Sept 2026 (estimate) | $0.9B |
| 25 Sept 2026 | $1B |
Dynatrace lends the fix-writer its eyes
Dynatrace−4.02% — Dynatrace, down 4.02 percent today, the listed vendor that watches production systems, is a named launch partner 7. Its plugin on the Devin Marketplace feeds Devin root-cause findings, logs, metrics, traces and deployment events over MCP, the protocol that lets agents query outside tools 7. Its blog states the trade: "An agent working from a guess can be allowed to recommend. An agent working from fact can be allowed to act." 7 No revenue share, per-incident fee or other commercial term is public.
Cognition's claimed run rate is already half Dynatrace's listed book
- Estimate
Data
| Value | |
|---|---|
| Datadog FY2025 | $3.43B |
| Dynatrace FY2026 | $2.02B |
| Elastic FY2026 | $1.74B |
| Cognition run rate (estimate) | $1B |
Datadog kept the fix in-house
Datadog−6.54% — Datadog, down 6.54 percent today, at $3.4 billion of fiscal 2025 revenue 9, sells the other road: Bits Investigation, an AI SRE that autonomously investigates alerts, and Bits Code, which writes production-ready fixes grounded in Datadog's own telemetry 10. Elastic−6.05% — Elastic, down 6.05 percent today, at $1.7 billion 11, ships nightshift, its own AI SRE that detects and investigates incidents 12. Every Devin fix lands as a pull request for an engineer to review, and no independent measure says how often they are merged 12.
The next readings are earnings calls and contracts
Next quarter's observability earnings calls are the first reading on whether agent-driven incidents show up as revenue or as risk. The second is the first enterprise contracts signed by Chris Degnan, Cognition's chief revenue officer since October 12 6. The agent already answers the pager; the invoice for the incident is still being written.
Deepdive
AI-generated from this story and its cited sources. Not investment advice.
