# How Sherlocks AI uses Temporal to orchestrate AI agents for incident resolution

DevFeed: [How Sherlocks AI uses Temporal to orchestrate AI agents for incident resolution](<https://devfeed.tech/articles/how-sherlocks-ai-uses-temporal-to-orchestrate-ai-agents-for-incident-resolution-35862.md>)

Original publisher: [Read original article](<https://temporal.io/blog/how-sherlocks-ai-uses-temporal-to-orchestrate-ai-agents-for-incident-resolution>)

Author: Akshat Sandhaliya

Published: 2026-07-07T00:00:00Z

Content type: article

Language: en

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

Topics: [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [incident](<https://devfeed.tech/topics/incident.md>), [SRE](<https://devfeed.tech/topics/sre.md>), [observability](<https://devfeed.tech/topics/observability.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>), [tracing](<https://devfeed.tech/topics/tracing.md>), [Graphs](<https://devfeed.tech/topics/graphs.md>), [Databases](<https://devfeed.tech/topics/databases.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>)

Tags: [ai-agent](<https://devfeed.tech/tags/ai-agent.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [apm](<https://devfeed.tech/tags/apm.md>), [community](<https://devfeed.tech/tags/community.md>), [dashboards](<https://devfeed.tech/tags/dashboards.md>), [databases](<https://devfeed.tech/tags/databases.md>), [incident](<https://devfeed.tech/tags/incident.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [logs](<https://devfeed.tech/tags/logs.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [observability](<https://devfeed.tech/tags/observability.md>), [sre](<https://devfeed.tech/tags/sre.md>), [temporal](<https://devfeed.tech/tags/temporal.md>)

## AI overview

Sherlocks AI describes using Temporal Cloud to run durable AI-agent investigations for production incidents. The platform also uses workflows for knowledge-graph updates, infrastructure scans, and event ingestion, with retries, checkpointing, and parallel execution to improve reliability.

## Source excerpt

Sherlocks AI on how Temporal Cloud runs durable AI agent investigations, infra scans, Knowledge Graph updates, and event ingestion for SRE teams.