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Private beta: AI SRE is currently in private beta and available to invited accounts only. To join the whitelist test, contact the Flashduty sales team to request access; features and the UI may change during the beta.

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Overview

Incident response usually happens right inside your IM group — alerts come in, the team discusses in the channel, and someone spins up a war room. AI SRE puts the agent directly into that collaboration chain: you never have to switch to the console; you can summon it from IM to investigate, and your teammates can follow every step of its analysis in real time. AI SRE’s IM integration has two trigger modes:

@Mention Summon

@mention AI SRE in a group chat or DM and describe the problem to start or continue an investigation. It replies in-thread, and the conversation context is tied to that IM session.

War Room Auto-Diagnosis

When an IM war room is opened for an incident, AI SRE automatically runs a preliminary diagnosis and posts the findings as an analysis message back to the war room — no one needs to manually summon it.

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Supported IM Platforms

AI SRE’s IM interaction covers four major platforms. Each platform supports inbound @mentions (webhook), historical message reads, and outbound replies:
PlatformGroup @mentionDirect message (DM)War room auto-diagnosis
Slack✅✅✅
Lark / Feishu✅✅✅
DingTalk✅✅✅
WeCom✅✅✅
IM interaction requires that you have already connected the corresponding platform’s bot in Flashduty (the same IM bot used for alert notifications and collaboration). Complete the bot configuration in Flashduty’s IM integration first — only then can AI SRE send and receive messages on that platform.

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@Mention Summon

In a connected IM group, @mention the bot and type your question (for example, “@AI SRE check why the payment service’s 5xx rate is spiking”) — the message is forwarded to AI SRE for processing via the platform webhook:
1

Detect the mention

The platform distinguishes between group @mentions and direct messages. Once mentioned, AI SRE deduplicates the event and determines whether the message contains an imperative instruction.
2

Bind to a session

AI SRE locates a session using “account + platform + chat” as the key: multiple @mentions within the same IM chat are routed to the same agent session, preserving context. For a new chat, the platform supplies the opening message of that IM thread and any associated incident as initial context.
3

Read context and reply

AI SRE reads the thread / chat history to build context, investigates autonomously, and posts its findings in-thread. Other people @mentioned in the original message are carried over into the reply, making it easy for multiple parties to collaborate in the group.
The reply mode is configurable (off / first / all), controlling whether AI SRE @mentions the person who asked, and whether it replies in-thread or in the main channel. In a busy large group, in-thread replies keep the investigation discussion focused without flooding the channel.

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War Room Auto-Diagnosis

When you open a war room for an incident in IM, AI SRE intervenes automatically — no one needs to @mention it:
1

Create the war room

Create a war room (Lark / DingTalk / WeCom / Slack group) as part of the incident collaboration workflow.
2

Trigger diagnosis in the background

Once the war room is created, the platform triggers a preliminary diagnosis as a non-blocking background task, so AI SRE enters the investigation with the full context of that incident.
3

Post the findings

When the diagnosis is complete, AI SRE sends the analysis results as a message back to the war room. Before anyone has started investigating manually, the first-cut analysis is already in the group.
War room auto-diagnosis is bound to the incident context: when the investigation begins, the corresponding incident_id is attached to the run so AI SRE can read the incident details, timeline, and recent changes. For details on how incidents / war rooms interact with A2A, see Agent · Incident & War Room Integration.

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Relationship to Console Sessions

Whether you start a session from IM or the console, it’s the same AI SRE: messages are handled one at a time, with streaming output, automatic context compaction for long conversations, and optional team and environment bindings. The only difference is the entry point —
  • Console: ask questions one at a time in the Chat workspace and view the full tool-call and sub-session panels.
  • IM: @mention it in the group where your team already works; findings are posted back to the thread. Great for grabbing a quick analysis at the incident scene, then diving deeper in the console.
For more about sessions, see Conversations.

Overview

Learn about AI SRE’s overall capabilities, typical use cases, and console navigation.

Console

Learn about sessions, streaming output, cancellation, and context compaction.

Agent

Inbound Agent Card and incident / war room integration.

Usage Insights

Use /insight to review the past 30 days of sessions and surface operational friction.