In 2 hours + live Q&A, go from zero to a production-grade Kubernetes AI Agent. Learn Agent Harness, MCP, and how DevOps & SRE engineers can own the Agentic AI stack.
3 July 2026 · 8:00 PM IST · 2:30 PM UTC · Online · Open Worldwide
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Every session is hands-on. You will build, deploy, and run a real Kubernetes AI agent in production — not just understand the theory.
Understand what makes AI Agents different from LLM chatbots. Why DevOps and SRE engineers are uniquely positioned to own the entire Agentic AI stack in 2026 and beyond.
Design a robust Agent Harness — the scaffolding that controls tool selection, execution context, memory, and retry logic for your agents running on Kubernetes workloads.
Implement MCP to give your agents structured, reliable context about cluster state, deployments, and logs — without hallucinated facts polluting your automation pipelines.
Build the agent live: connects to your K8s cluster, interprets pod health, detects drift, and executes remediation workflows automatically. Real production topology from day one.
Observability, security boundaries, rate-limiting, and graceful degradation for agents running in prod. Then: how to position this on your CV and GitHub to stand out for senior DevOps and SRE roles at top companies.
Real-world tools used by engineering teams at top companies — hands-on, not slides.
9+ years of hands-on industry experience in DevOps, Cloud & AI.
// Hello Engineers,
// Success Stories
Engineers Who Trusted TWS Got PlacedReal engineers. Real companies. Real outcomes.
The structured approach helped me stay consistent. Cleared my DevOps interview in 3 months. Totally worth it!
Thanks to TWS, I cracked multiple interviews! The hands-on agent projects gave me real edge in interviews.
As a fresher I was scared — after these sessions I landed at Amazon in 4 months. Mind blowing experience!
Clear content, live doubt sessions, amazing mentors. Best DevOps training globally — period.
Hands-on projects helped me transition to real-world DevOps. The TWS community is absolutely world-class!
CI/CD projects and mock sessions were game changers. TWS builds the right engineering mindset for top roles.
Got questions?
Frequently Asked QuestionsFree. Live. Worldwide. 3 July 2026 · 8:00 PM IST · 2:30 PM UTC
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