---
title: "Dynatrace feeds its incident data to Cognition's Devin, the AI agent that writes the fix"
description: "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."
publisher: "The Inference"
section: "Infrastructure"
published: 2026-10-16T14:25:46.432Z
modified: 2026-10-16T14:25:46.432Z
canonical: https://theinference.org/article/dynatrace-feeds-its-incident-data-to-cognition-s-devin-the-ai-agent-that-writes-the-fix
language: en
keywords: "AI Agents, Observability, Cognition, Dynatrace, DevOps"
---

# 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.

## The agent now answers the pager

Devin, [Cognition's](https://theinference.org/markets/companies/cognition) autonomous software engineer, [picked up on-call duty on October 15](https://runtimewire.com/article/cognition-devin-oncall-production-incidents) [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 [1][2]. The money question is who invoices the incident: [Cognition](https://docs.devin.ai/product-guides/devin-oncall) 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](https://theinference.org/markets/companies/microsoft) Teams messages and [PagerDuty](https://theinference.org/markets/companies/pagerduty) 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](https://finance.yahoo.com/technology/ai/articles/cognition-ai-hits-1-billion-155008652.html), double the $492 million it claimed for May; actual revenue is undisclosed [3][4]. Behind it sits [more than $2 billion raised at a $48 billion valuation on September 8](https://www.pymnts.com/news/artificial-intelligence/2026/cognition-secures-48-billion-valuation-as-demand-for-ai-coding-surges/), 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].

*Chart: **Cognition's stated run rate doubled in four months** Line chart of Cognition's stated annualized revenue run rate rising from $0.49 billion in May 2026 to $1.0 billion on September 25, 2026.*

*Annualized revenue as stated by Cognition; unaudited and company-claimed. The September 8 point is the company's floor, described as almost $900 million at its Series E, drawn as an estimate. [4][6]*

## Dynatrace lends the fix-writer its eyes

[Dynatrace](https://theinference.org/markets/companies/dynatrace), 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](https://www.dynatrace.com/news/blog/devin-oncall-and-dynatrace-bringing-runtime-intelligence-to-autonomous-incident-response/): "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.

*Chart: **Cognition's claimed run rate is already half Dynatrace's listed book** Bars comparing Datadog, Dynatrace and Elastic fiscal-year revenue with Cognition's stated $1.0 billion run rate.*

*Reported fiscal-year revenue from SEC filings: Datadog's year ended December 2025, Dynatrace's March 2026, Elastic's April 2026. Cognition's $1 billion is a company-stated annualized run rate of September 25, 2026, unaudited. [4][8][9][11]*

## Datadog kept the fix in-house

[Datadog](https://theinference.org/markets/companies/datadog), at $3.4 billion of fiscal 2025 revenue [9], sells the other road: [Bits Investigation, an AI SRE that autonomously investigates alerts](https://www.datadoghq.com/product/ai/bits-ai-agents/), and Bits Code, which writes production-ready fixes grounded in Datadog's own telemetry [10]. [Elastic](https://theinference.org/markets/companies/elastic), at $1.7 billion [11], ships [nightshift, its own AI SRE that detects and investigates incidents](https://www.elastic.co/observability) [12]. Every Devin fix lands as a pull request for an engineer to review, and no independent measure says how often they are merged [1][2].

## 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](https://theinference.org/article/cognition-hires-snowflake-s-chris-degnan-as-revenue-chief-with-devin-s-run-rate-at-1-billion) [6]. The agent already answers the pager; the invoice for the incident is still being written.

## Takeaway

Cognition's Devin Oncall puts an agent on the pager, Dynatrace is feeding it root-cause data as launch partner, and until a revenue share or contract terms surface, the open question is whether the fix-writer or the diagnosis vendor invoices the incident.

## Sources

1. [Runtimewire, Cognition launches Devin Oncall to investigate and fix production incidents, 16 October 2026](https://runtimewire.com/article/cognition-devin-oncall-production-incidents)
2. [Cognition, Devin documentation: Devin Oncall product guide, retrieved 16 October 2026](https://docs.devin.ai/product-guides/devin-oncall)
3. [Cognition blog, posts dated 18 May, 4 June, 8 September and 25 September 2026, retrieved 16 October 2026](https://cognition.com/blog)
4. [Bloomberg via Yahoo Finance, Cognition AI hits $1 billion run rate amid demand for coding software, 25 September 2026](https://finance.yahoo.com/technology/ai/articles/cognition-ai-hits-1-billion-155008652.html)
5. [PYMNTS, Cognition Secures $48 Billion Valuation as AI Coding Surges, 8 September 2026](https://www.pymnts.com/news/artificial-intelligence/2026/cognition-secures-48-billion-valuation-as-demand-for-ai-coding-surges/)
6. [The Inference, Cognition hires Snowflake's Chris Degnan as revenue chief with Devin's run rate at $1 billion, 15 October 2026](https://theinference.org/article/cognition-hires-snowflake-s-chris-degnan-as-revenue-chief-with-devin-s-run-rate-at-1-billion)
7. [Dynatrace blog, Devin Oncall and Dynatrace: Bringing Runtime Intelligence to Autonomous Incident Response, October 2026](https://www.dynatrace.com/news/blog/devin-oncall-and-dynatrace-bringing-runtime-intelligence-to-autonomous-incident-response/)
8. [Dynatrace, annual figures from its SEC filings, retrieved 16 October 2026](https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001773383)
9. [Datadog, annual figures from its SEC filings, retrieved 16 October 2026](https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001561550)
10. [Datadog, Bits AI Agents product page, retrieved 16 October 2026](https://www.datadoghq.com/product/ai/bits-ai-agents/)
11. [Elastic, annual figures from its SEC filings, retrieved 16 October 2026](https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001707753)
12. [Elastic, Elastic Observability product page, retrieved 16 October 2026](https://www.elastic.co/observability)


---

Dynatrace feeds its incident data to Cognition's Devin, the AI agent that writes the fix — The Inference. Canonical: https://theinference.org/article/dynatrace-feeds-its-incident-data-to-cognition-s-devin-the-ai-agent-that-writes-the-fix