AI generates human-readable changelogs from commits and notifies all stakeholders instantly when deployments ship, fail, or roll back.
Deployment visibility is poor across teams. Product managers don't know when features ship. On-call engineers miss rollback notifications. Stakeholders across the organization are left guessing whether a change is live, creating confusion about feature availability and incident response.
MultiMail's AI agent monitors deployment events, generates human-readable changelogs from commit history, identifies affected stakeholders, and sends targeted notifications instantly. Autonomous mode ensures deployment alerts reach everyone without delay.
Your deployment pipeline sends webhooks when deployments are initiated, completed, or rolled back. The AI agent processes each event and determines its significance.
The agent analyzes commit messages since the last deployment and generates a human-readable changelog highlighting features, fixes, and breaking changes.
Based on the affected services and changes, the agent determines which teams need notification — engineering, product, on-call, or leadership.
Using send_email with autonomous oversight, deployment notifications are delivered instantly. Rollback alerts include the triggering incident and current system status.
import requests
API = "https://api.multimail.dev/v1"
HEADERS = {"Authorization": "Bearer mm_live_xxx"}
response = requests.post(
f"{API}/send",
headers=HEADERS,
json={
"from": "[email protected]",
"to": ["[email protected]"],
"subject": "[DEPLOYED] v2.4.1 to production - 3 features, 2 fixes",
"text_body": (
"Deployment v2.4.1 completed at 14:32 UTC.\n\n"
"Features:\n"
"+ Webhook retry logic with exponential backoff\n"
"+ Mailbox analytics endpoint\n"
"+ Batch contact import\n\n"
"Fixes:\n"
"* Timezone handling in email scheduler\n"
"* Thread detection for forwarded messages\n\n"
"Monitoring: https://dashboard.example.com/v2.4.1\n"
"Rollback: Run /rollback v2.4.0 if issues arise"
),
"html_body": "<h2>Deployed v2.4.1</h2><ul><li>Webhook retry logic...</li></ul>"
}
)
print(f"Deploy alert sent: {response.json()[&"cm">#039;id']}")Notify stakeholders when a new version is deployed to production.
import requests
API = "https://api.multimail.dev/v1"
HEADERS = {"Authorization": "Bearer mm_live_xxx"}
response = requests.post(
f"{API}/send",
headers=HEADERS,
json={
"from": "[email protected]",
"to": ["[email protected]", "[email protected]"],
"subject": "[ROLLBACK] v2.4.1 -> v2.4.0 - elevated error rates",
"text_body": (
"ROLLBACK ALERT\n\n"
"v2.4.1 has been rolled back to v2.4.0 at 15:12 UTC.\n\n"
"Trigger: 5xx error rate exceeded 5% threshold\n"
"Duration in production: 40 minutes\n"
"Current status: v2.4.0 serving, error rates normal\n\n"
"Investigation: https://dashboard.example.com/incidents/482"
)
}
)
print(f"Rollback alert sent: {response.json()[&"cm">#039;id']}")Alert the team when a deployment is rolled back due to issues.
"cm">// Send deployment notification
const result = await mcp.send_email({
to: "[email protected]",
subject: "[DEPLOYED] v2.4.1 to production",
text_body: "Deployment complete. Changes: webhook retry, analytics endpoint..."
});
"cm">// Tag for tracking
await mcp.tag_email({
email_id: result.id,
tags: ["deployment", "production", "v2.4.1"]
});
"cm">// Add the release manager as a contact for future notifications
await mcp.add_contact({
email: "[email protected]",
name: "Release Manager",
metadata: { role: "release-manager", notify: "all-deploys" }
});Use MCP tools to send deployment notifications and tag by environment.
Every stakeholder — engineering, product, support, leadership — knows when changes ship. No more asking 'is that feature live yet?'
The agent converts cryptic commit messages into human-readable feature descriptions that non-technical stakeholders can understand.
When deployments are rolled back, every affected team is notified immediately. On-call engineers and support teams learn about regressions before customers report them.
Every deployment notification is logged with timestamps and recipients, providing evidence of change management communication for SOC 2 compliance.
Email infrastructure built for AI agents. Verifiable identity, graduated oversight, and a 38-tool MCP server. Formally verified in Lean 4.