Logan - AI DevOps Engineer
Logan • AI DevOps & SRE Lead • 24/7 Incident Triage & K8s

Autonomous Cloud Reliability: 24/7 SRE Triage & Kubernetes Self-Healing

Logan connects Datadog, PagerDuty, AWS, and GitHub Actions to investigate infrastructure alerts in 45 seconds. He correlates telemetry spikes, remediates crashlooping pods, and drafts root cause post-mortems without waking on-call engineers.

Connect Tools Only Once: Datadog PagerDuty Kubernetes AWS • 1,000 Free Credits
Logan_SRE_Orchestrator_v4.2.py
Live Cluster Radar
[DATADOG-ALERT] Triggered P0: HTTP 504 gateway timeout spike on checkout-svc...
CrashLoopBackOff: checkout-svc-pod-7b9 Triage: 32s
• Root Cause: OOMKilled (Exit Code 137; heap memory limit 512Mi reached)
• Traffic Impact: 24 failed transactions over 4 minutes
• Telemetry Correlation: Commit #89a1fd deployed 12 mins ago introduced cache leak
Autonomous Kubernetes Remediation MTTR: 54s
• Scaled replica set +2 pods & patched memory limit to 1024Mi via kubectl
• Gateway 504 errors dropped to 0.00%; latency normalized to 48ms
• Synthesized blameless post-mortem draft and synced to Slack #eng-incidents
Zero Engineer Pages Required • SRE Guardrails Active Response: 310ms
HITL Guardrails: Active (Dual-Key)
Deploy Template
1

Free To Hire

$0 template fee + 1,000 free execution credits.

2

Connect Stack

OAuth Datadog, PagerDuty, AWS & Kubernetes.

3

Sub-Minute Triage

Correlate metric spikes and logs in under 45s.

4

Zero Downtime

Autonomous K8s remediation & post-mortems.

Production Skills In Template

Pre-Configured Autonomous SRE & DevOps Capabilities

Logan comes pre-loaded with production incident correlation models, Kubernetes self-healing routines, and automated post-mortem generators.

45-Second Incident Triage & Telemetry Correlation
Incident Triage SRE-SKILL-01

45-Second Incident Triage & Correlation

Aggregates alerts across Datadog, Grafana, and CloudWatch. Correlates traces, anomalous logs, and recent deployments to identify root causes instantly.

  • Trace and log correlation across microservices
  • Instant false-alarm alert suppression
Kubernetes Cluster & Pod Auto-Remediation
Kubernetes Remediation SRE-SKILL-02

Kubernetes Cluster & Pod Self-Healing

Identifies CrashLoopBackOff, OOMKilled, and Evicted states. Safely restarts unhealthy pods, adjusts replica counts, and manages rollout rollbacks.

  • Safe automated kubectl remediation
  • GitOps deployment rollback integration
CI/CD Pipeline Build Failure Diagnostics
CI/CD Automation SRE-SKILL-03

CI/CD Build Failure Diagnostics

Parses broken GitHub Actions, GitLab CI, and CircleCI build outputs. Pinpoints failing unit tests, dependency version clashes, and syntax errors.

  • 1-click suggested code patch in PR comments
  • Flaky test detection & isolation
Cloud Infrastructure & FinOps Cost Anomaly Radar
FinOps & Cost SRE-SKILL-04

Cloud Infrastructure & FinOps Radar

Scans AWS, GCP, and Azure bills daily. Flags unattached EBS volumes, zombie NAT gateways, unreserved compute instances, and cost spikes.

  • Daily spend anomaly alerts in Slack
  • Actionable cloud rightsizing guidance
Post-Mortem & Root Cause Analysis (RCA) Synthesis
Post-Mortems SRE-SKILL-05

Blameless Post-Mortem & RCA Synthesis

Constructs comprehensive post-incident reports with exact timelines, affected user percentages, metric charts, and preventative action items.

  • Complete timeline reconstructed from logs
  • Auto-exports to Notion & Google Docs
Automated Security & CVE Vulnerability Scanning
Security & CVE SRE-SKILL-06

Security, IAM & CVE Audit Radar

Audits container images, over-permissive IAM roles, and exposed S3 buckets. Flags high-severity CVEs before vulnerabilities reach production.

  • Open S3 & security group misconfig alerts
  • Container base image vulnerability scans
Measurable Reliability Impact

Why High-Velocity Engineering Teams Choose Logan

Eliminate sleep-depriving 3 AM on-call pages, sluggish incident resolution times, and painful manual post-mortem writing.

End 3 AM On-Call Burnout

Triage alerts autonomously during nights and weekends. Logan resolves recurring transient errors and only escalates genuinely novel incidents to human teams.

Sub-Minute MTTR

Traditional incident triage takes 30-45 minutes just to locate the relevant error logs. Logan pinpoints the faulty service and line of code in under 45 seconds.

Stop Cloud Budget Bleed

Forgotten benchmark clusters and unoptimized auto-scalers can blow cloud budgets overnight. Logan alerts you before minor cost anomalies turn into five-figure invoices.

Accelerate Deployment Velocity

Engineers waste hours debugging mysterious CI build failures. Logan diagnoses dependency errors and posts exact code remedies directly in pull requests.

Automated Audit & RCA Records

Satisfy SOC 2 and ISO 27001 compliance with automatically generated, chronologically accurate post-mortem records for every infrastructure outage.

Scale Platform Teams 5x

Enable a lean 2-person platform engineering team to reliably manage 200+ microservices without burning out or compromising enterprise 99.99% SLAs.

Traditional On-Call Rotations vs. Autonomous Logan

Benchmark comparison across incident reaction time, alert noise, and engineering toil

Tested Across 1,200+ Cloud Incidents
Alert Triage & Log Investigation
20-40 minutes manual log querying across dashboards
Under 45 seconds multi-service correlation
Transient Error Remediation
Engineer paged at 3 AM to run manual restart script
Autonomous Kubernetes self-healing within guardrails
Post-Mortem Documentation
Procrastinated for weeks; key log details lost
Generated immediately with verified chronological charts
On-Call Staffing Cost
$180k+/yr dedicated SRE salary + on-call stipend
$0 Template Hire + raw compute token pricing
54s
Average MTTR
From alert to resolution
92%
Alert Noise Filtered
Zero false wake-up pages
99.99%
Uptime SLA Maintained
Automated self-healing
$0
Template Hire Fee
1,000 free execution credits
Enterprise Platform Foundation

Hardened on RhinoAgents Autonomous Infrastructure

Logan runs on RhinoAgents' SOC 2 Type II compliant runtime, complete with vector RAG, global cluster memory, deterministic guardrails, and cryptographic audit logs.

Vector RAG Ingestion

Vector RAG Ingestion

Embeds architectural diagrams, runbooks, past incident post-mortems, and microservice dependency maps for instant semantic retrieval.

pgvector • sub-second
Global Cluster Memory

Global Cluster Memory

Maintains multi-quarter infrastructure history across deployment rollouts, infrastructure drift, configuration changes, and recurring failure modes.

Persistent Graph DB
Deterministic Guardrails

Deterministic Guardrails

Enforces strict blast-radius controls preventing automated deletions, unauthorized cluster modifications, or unvetted network changes.

100% Policy Bound
Immutable Audit Logs

Immutable Audit Logs

Every command execution, kubectl mutation, alert evaluation, and API response is cryptographically timestamped for compliance.

SOC 2 Type II Ready

Dual-Key SRE Governance Safeguards

You maintain ultimate operational command. Destructive actions such as production rollbacks, cluster scale-downs, or firewall modifications require 1-click human verification in Slack.

Review Security Whitepaper
Zero-Code Tool Ecosystem

Tools Required For This Template

Logan connects in under 5 minutes via secure OAuth single-click authorizations. Connect your infrastructure once and let Logan orchestrate your reliability.

Observability & APM

Metrics, traces & distributed logs

Datadog New Relic Grafana Prometheus

Incident Management

On-call alerts, pages & escalations

PagerDuty Opsgenie Slack VictorOps

Cloud & Containers

Clusters, nodes & cloud VMs

Kubernetes AWS EKS Google GKE Docker

CI/CD & Code

Pipelines, GitOps & build jobs

GitHub Actions GitLab CI Terraform ArgoCD

Need Custom VPC, OpenTelemetry or Private Harbor Registries?

RhinoAgents supports OpenTelemetry, Elastic, Splunk, Azure DevOps, and 400+ turnkey enterprise connectors.

Explore 400+ Integrations
Execution Architecture

How Logan Executes: Official SRE Workflow DAG

Inspect the live visual DAG pipeline below. See how Logan intercepts alerts, correlates telemetry logs, executes self-healing remediation, and alerts teams.

workflow-ai-devops-engineer.dag
Multi-Agent SRE Engine • Auto-Sync
Official AI DevOps Engineer Workflow DAG Diagram
Runtime: RhinoAgents Directed Acyclic Graph (DAG) Production Verified
STAGE 01

Alert Ingestion (< 5s)

Catches webhook notifications from Datadog, PagerDuty, and Grafana instantly, parsing affected services.

STAGE 02

Log & Trace Correlation

Cross-references error traces against recent Git commits and microservice dependencies to pinpoint root causes.

STAGE 03

Kubernetes Remediation

Executes bounded corrective actions (pod restarts, memory limit adjustments, rollout rollbacks) to restore health.

STAGE 04

Post-Mortem & Alert

Dispatches incident summary to Slack #eng-incidents and drafts a blameless post-mortem ready for review.

Choose Your Deployment Pathway

Option A • Fast Track

Deploy Turnkey Template

Deploy Logan out-of-the-box with standard Datadog triage, Kubernetes self-healing, and post-mortem templates.

$0 Free Template (1,000 credits)
Launch in < 30 Mins
Most Popular
Option B • Flexible

Prompt Customization

Tune alert escalation thresholds, configure cluster namespace permissions, or modify runbook procedures with simple prompts.

< $0.001 / Prompt (Self-Serve)
Explore Sample Prompts
Option C • Enterprise

Bespoke Engineering Build

Our engineering team implements multi-region VPC topologies, air-gapped Kubernetes clusters, and dedicated enterprise SIEM integrations.

Custom Scope (White-Glove)
Book Architecture Review
Production Prompts

Test Logan with Real DevOps & SRE Prompts

Click any prompt tab below to inspect the actual instructions passed into Logan's orchestrator. Copy and run instantly with 1-click.

Prompt 1: P0 Incident Root-Cause Triage
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Target Audience

Who Benefits Most from Logan?

Engineered for CTOs, VPs of Engineering, and Platform teams maintaining mission-critical cloud infrastructure.

CTOs & VPs of Engineering

CTOs & VPs of Engineering

Maintain 99.99% system availability and prevent engineer burnout without hiring an expensive 24/7 round-the-clock SRE rotation.

99.99% Guaranteed SLA →
Platform & DevOps Leads

Platform & SRE Leads

Eliminate repetitive manual toil, automate Kubernetes self-healing routines, and standardize blameless post-mortem docs.

Eliminate SRE Toil →
Fast-Growing SaaS Startups

Fast-Growing SaaS Startups

Deploy production-grade SRE practices from Day 1, ensuring enterprise client deployments don't get compromised by infrastructure outages.

Enterprise Cloud Readiness →
Cloud & Managed Service Providers

Managed Cloud & MSPs

Deliver 24/7 cloud monitoring and instant incident remediation across 50+ client cloud environments concurrently.

Scale MSP Operations →
Answers & Support

Frequently Asked Questions

Common questions regarding Logan's cloud connections, blast-radius security guardrails, and post-mortems.

Ready in Under 30 Minutes

Supercharge Cloud Reliability with Logan Today

Deploy your autonomous DevOps Engineer in minutes. Triage P0 incidents in 45 seconds, heal Kubernetes clusters, and automate post-mortems on autopilot.

$0 Template Hire 1,000 Free Credits SOC 2 Type II Compliant