Real-world infra experience
Work hands-on with production-grade setups and patterns you will see on the job.
INFRAINTEL · DevOps + AI
The future-proof DevOps engineer knows AI.
Break free from basic DevOps. Master real infra plus AI workflows — build InfraGPT-style tooling, automate outages, and ship MLOps pipelines in one focused track.
- AI-driven infra projects
- Weekly war room drills
- Guest sessions with architects
- Interview & tooling edge
Inside the program
What you will master inside INFRAINTEL
A track built for the AI-powered DevOps engineer — future-proof your career with real-world infra mastery.
High-impact DevOps + AI projects
Build InfraGPT-style tooling, automate RCA with LLMs, and design end-to-end MLOps paths.
Weekly war room simulations
Face real outage scenarios — diagnose, fix, and learn under on-call-style pressure.
Expert guest sessions
Learn from MLOps, AIOps, and platform leaders shaping the future of engineering.
Career and tooling advantage
RCA-style interview prep, AI prompt banks, and a toolkit aligned to 2026 hiring bars.
Stack
Battle-tested tools. AI-augmented DevOps stack.
The DevOps toolkit of 2026 — mastered with deliberate practice, not slide decks.
Infrastructure automation
- Terraform
- Ansible
- Pulumi
CI/CD + DevSecOps
- GitHub Actions
- Jenkins
- SonarQube
- CodeQL
- Snyk
- Trivy
Observability & incident response
- Prometheus
- Grafana
- OpenTelemetry
- PagerDuty
- Sentry
AI & automation
- ChatGPT
- OpenAI API
- Claude
- LangChain
- InfraGPT CLI (custom)
- Prompt banks
MLOps & AIOps toolkit
- MLflow
- Feast
- WhyLogs / Evidently
- Kubeflow
- BigPanda
- Moogsoft
- Dynatrace
Cloud-native stack
- AWS
- GCP
- Kubernetes
- Docker
- Cost APIs
- Azure
Flagship project
InfraGPT
Your personal DevOps co-pilot — built by you, not downloaded from a tutorial.
What you will build
- LLM-powered CLI that generates infra commands
- Auto-generated documentation
- Internal chat-style assistant to trigger jobs
- LangChain + OpenAI + CLI + GitHub Actions
Impact
No more wiki scavenging or endless senior pings. InfraGPT becomes the on-demand SRE surface your team can trust — with guardrails you design.
From chaos to command line
Projects that prove you can lead 2026 DevOps + AI
Fire-tested scenarios — automation-heavy, failure-prone, and rebuilt with AI where it actually helps.
- 2
AI-powered incident RCA system
End-to-end automation for triage, evidence gathering, and structured postmortems.
- 3
Cloud cost optimization (AI-driven)
FinOps dashboards, tagging, and rollback paths when automation overspends.
- 4
Infra audit with DevOps and AI tools
Security plus platform posture reviews with GenAI-assisted reporting.
Curriculum
Weekly curriculum breakdown
From DevOps foundations to AI-augmented engineering in 8 weeks — hands-on, mentor-led, and project-driven.
Week 1
DevOps foundations & AI in operations
- Linux, networking, and cloud primitives for platform work
- How AI is changing incident response, docs, and automation
- Set up your lab environment and observability baseline
War rooms
Simulations you will face
Real outages, rogue AI, and audit fire drills — chaotic, fire-drill simulations inspired by high-scale platforms.
You will be thrown into production-style chaos — the kind that makes or breaks engineering careers. These are not tutorials; they are pressure-tested scenarios with real constraints.
InfraGPT goes rogue
- Debug generative CI/CD logic
- Tame LLM prompts with restricted scopes
- Audit pipeline triggers in real time
RCA puzzle: alert storm without impact
- Find the noisy root and suppress alert storms
- Regain observability sanity when Grafana is red but users are fine
The cost leak nightmare
- Triage with FinOps dashboards
- AI-based tagging and rollback
- Build audit trails and preventive guardrails
ML pipeline breakdown
- Monitoring with Evidently and WhyLogs
- AI-triggered rollback strategies
- RCA with OpenTelemetry and tracing
Infra audit fire drill
- AI-assisted scanning and report generation
- Map IAM, network, and cloud misconfigurations
- Auto-generate documentation with GenAI
You will walk away with
- Production-grade RCA frameworks
- Chaos debugging under pressure
- AI tools for observability and triage
- Confidence to own incidents end-to-end
This is why alumni report stronger DevOps interviews and calmer on-call — you have already rehearsed the failure modes.
Leadership
Meet the mind behind the method
Architects who have shipped, broken, and rebuilt production systems at scale.
S
Saurav
The chaos architect
Trained 1000+ engineers across 20+ countries. Built the VERDICT-7 and War Room Engineer frameworks — now used in DevOps interviews, war rooms, and client calls worldwide.
INFRAINTEL
1000+ engineers · 20+ countries · real infra · real results
Join the cohort when enrollment opens — secure your seat from the enrollment panel.
INFRAINTEL · InfraThrone DevOps Park