# automated incident response

Published articles for automated incident response.

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## Automated Incident Response: Nobody Should Be the Scribe

DevFeed: [Automated Incident Response: Nobody Should Be the Scribe](<https://devfeed.tech/articles/automated-incident-response-nobody-should-be-the-scribe-13368.md>)

Original publisher: [Read original article](<https://www.harness.io/blog/automated-incident-response-nobody-should-be-the-scribe>)

Author: Ryan Taylor

Published: 2026-08-25T00:00:00Z

Content type: opinion

Language: en

Sources: [Harness Blog](<https://devfeed.tech/sources/harness-blog.md>)

Topics: [incident](<https://devfeed.tech/topics/incident.md>), [Incident response](<https://devfeed.tech/topics/incident-response.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Slack](<https://devfeed.tech/topics/slack.md>), [Python](<https://devfeed.tech/topics/python.md>), [Shell](<https://devfeed.tech/topics/shell.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [ai](<https://devfeed.tech/tags/ai.md>), [automated-incident-response](<https://devfeed.tech/tags/automated-incident-response.md>), [blog](<https://devfeed.tech/tags/blog.md>), [harness](<https://devfeed.tech/tags/harness.md>), [incident](<https://devfeed.tech/tags/incident.md>), [incident-response](<https://devfeed.tech/tags/incident-response.md>), [jira](<https://devfeed.tech/tags/jira.md>), [product](<https://devfeed.tech/tags/product.md>), [python](<https://devfeed.tech/tags/python.md>), [shell-script](<https://devfeed.tech/tags/shell-script.md>), [slack](<https://devfeed.tech/tags/slack.md>), [teams](<https://devfeed.tech/tags/teams.md>)

### AI overview

A Harness product lead argues that incident teams should not rely on a human scribe. The article describes automated runbooks that create communication channels, video bridges, and tickets, while an AI Scribe Agent captures incident events and produces timelines, postmortems, and synchronized action items.

### Source excerpt

A Harness product lead on why humans shouldn't be the status-tracking layer during incidents, and how automated summaries and postmortems replace the scribe. | Blog

## How to Connect Prometheus Alerts to an Event-Driven AI Agent for Initial Investigation

DevFeed: [How to Connect Prometheus Alerts to an Event-Driven AI Agent for Initial Investigation](<https://devfeed.tech/articles/event-driven-ai-agents-with-prometheus-alerts-from-page-to-root-cause-17482.md>)

Original publisher: [Read original article](<https://kodekloud.com/blog/event-driven-ai-agents-prometheus-alerts/>)

Author: Pramodh Kumar M

Published: 2026-07-23T15:00:31Z

Content type: tutorial

Language: en

Sources: [Kubernetes - KodeKloud Blog | DevOps, Cloud, Kubernetes, AI Tutorials & More](<https://devfeed.tech/sources/kubernetes-kodekloud-blog-devops-cloud-kubernetes-ai-tutorials-more.md>)

Topics: [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [Prometheus](<https://devfeed.tech/topics/prometheus.md>), [event driven](<https://devfeed.tech/topics/event-driven.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [Slack](<https://devfeed.tech/topics/slack.md>), [Deployment](<https://devfeed.tech/topics/deployment.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [aiops](<https://devfeed.tech/tags/aiops.md>), [alert-fatigue](<https://devfeed.tech/tags/alert-fatigue.md>), [alert-manager](<https://devfeed.tech/tags/alert-manager.md>), [alert-triage](<https://devfeed.tech/tags/alert-triage.md>), [architecture](<https://devfeed.tech/tags/architecture.md>), [auto-remediation](<https://devfeed.tech/tags/auto-remediation.md>), [automated-incident-response](<https://devfeed.tech/tags/automated-incident-response.md>), [automation](<https://devfeed.tech/tags/automation.md>), [devaiops](<https://devfeed.tech/tags/devaiops.md>), [event-driven](<https://devfeed.tech/tags/event-driven.md>), [event-driven-ai-agents-with-prometheus-alerts](<https://devfeed.tech/tags/event-driven-ai-agents-with-prometheus-alerts.md>), [guide](<https://devfeed.tech/tags/guide.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [kubernetes-ai-agent](<https://devfeed.tech/tags/kubernetes-ai-agent.md>), [prometheus](<https://devfeed.tech/tags/prometheus.md>), [prometheus-alert-rules](<https://devfeed.tech/tags/prometheus-alert-rules.md>), [prometheus-alertmanager-webhook](<https://devfeed.tech/tags/prometheus-alertmanager-webhook.md>), [root-cause-analysis](<https://devfeed.tech/tags/root-cause-analysis.md>), [slack](<https://devfeed.tech/tags/slack.md>), [sre](<https://devfeed.tech/tags/sre.md>), [sre-automation](<https://devfeed.tech/tags/sre-automation.md>)

### AI overview

This guide explains how to connect Prometheus and Alertmanager to an event-driven AI agent that investigates alerts before a human responds. It covers the architecture, read-only investigation tools, alert-rule annotations, safety guardrails, and a progression toward guarded remediation.

### Source excerpt

Every page interrupts a human, yet most alerts end in the same ten investigation steps. Here is how event driven AI agents catch Prometheus alerts and do that first pass before you even look at your phone.

## How Security Teams Use Windmill for Flexible, Code-First SOAR Automation

DevFeed: [How Security Teams Use Windmill for Flexible, Code-First SOAR Automation](<https://devfeed.tech/articles/windmill-for-soar-from-code-to-security-operations-in-minutes-30727.md>)

Original publisher: [Read original article](<https://www.windmill.dev/blog/windmill-for-soar-case-study>)

Author: Alex Petric

Published: 2025-09-10T00:00:00Z

Content type: article

Language: en

Sources: [Windmill Blog](<https://devfeed.tech/sources/windmill-blog.md>)

Topics: [Security](<https://devfeed.tech/topics/security.md>), [Automation](<https://devfeed.tech/topics/automation.md>), [automated incident response](<https://devfeed.tech/topics/automated-incident-response.md>), [Code](<https://devfeed.tech/topics/code.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [Self-hosted](<https://devfeed.tech/topics/self-hosted.md>), [API](<https://devfeed.tech/topics/api.md>), [Orchestration](<https://devfeed.tech/topics/orchestration.md>), [PostgreSQL](<https://devfeed.tech/topics/postgresql.md>), [Rust](<https://devfeed.tech/topics/rust.md>)

Tags: [automated-incident-response](<https://devfeed.tech/tags/automated-incident-response.md>), [automation](<https://devfeed.tech/tags/automation.md>), [bash](<https://devfeed.tech/tags/bash.md>), [case-study](<https://devfeed.tech/tags/case-study.md>), [case-study-soar-security-operations-workflow-engine](<https://devfeed.tech/tags/case-study-soar-security-operations-workflow-engine.md>), [code](<https://devfeed.tech/tags/code.md>), [extension](<https://devfeed.tech/tags/extension.md>), [postgresql](<https://devfeed.tech/tags/postgresql.md>), [python](<https://devfeed.tech/tags/python.md>), [security-operations](<https://devfeed.tech/tags/security-operations.md>), [soar](<https://devfeed.tech/tags/soar.md>), [source](<https://devfeed.tech/tags/source.md>), [sql](<https://devfeed.tech/tags/sql.md>), [typescript](<https://devfeed.tech/tags/typescript.md>), [vs-code](<https://devfeed.tech/tags/vs-code.md>), [workflow-engine](<https://devfeed.tech/tags/workflow-engine.md>)

### AI overview

This case study describes how security teams use Windmill as a flexible, code-first alternative for SOAR workflows. It covers custom integrations, automated incident response, script and workflow development, orchestration, self-hosting, and open-source deployment.

### Source excerpt

How security teams are migrating from rigid SOAR platforms to Windmill for flexible, code-first security automation that scales with complex infrastructures.

## Security Incident Containment with Teleport

DevFeed: [Security Incident Containment with Teleport](<https://devfeed.tech/articles/security-incident-containment-with-teleport-29838.md>)

Original publisher: [Read original article](<https://goteleport.com/blog/security-incident-containment-with-teleport/>)

Author: sakshyam.shah@goteleport.com (Sakshyam Shah)

Published: 2021-09-10T00:00:00Z

Content type: release

Language: en

Sources: [Teleport](<https://devfeed.tech/sources/teleport.md>)

Topics: [incident](<https://devfeed.tech/topics/incident.md>), [Incident response](<https://devfeed.tech/topics/incident-response.md>), [automated incident response](<https://devfeed.tech/topics/automated-incident-response.md>), [Orchestration](<https://devfeed.tech/topics/orchestration.md>), [ssh](<https://devfeed.tech/topics/ssh.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>)

Tags: [automated-incident-response](<https://devfeed.tech/tags/automated-incident-response.md>), [cybersecurity](<https://devfeed.tech/tags/cybersecurity.md>), [incident](<https://devfeed.tech/tags/incident.md>), [k8s](<https://devfeed.tech/tags/k8s.md>), [orchestration](<https://devfeed.tech/tags/orchestration.md>), [security](<https://devfeed.tech/tags/security.md>), [ssh](<https://devfeed.tech/tags/ssh.md>), [upgrade](<https://devfeed.tech/tags/upgrade.md>)

### AI overview

Teleport 7.1 introduces Session and Identity Locking to support rapid containment of security incidents involving compromised access. The feature can suspend active and future SSH, database, Kubernetes, and certificate-request interactions matching configured targets such as users, roles, MFA devices, operating-system logins, or nodes.

### Source excerpt

We are thrilled to announce the general availability of Session and Identity Locking feature that allows quick incident containment.