CareerByteCode
Production-grade projects

11 agents. One autonomous ops platform.

You don't just learn about agents, you build them: anomaly explainers, copilots, reviewers, remediators and orchestrators, then combine them into a real ops platform.

๐Ÿค– 11 agent labs๐Ÿ 1 capstone๐Ÿ›ก๏ธ hardened & tested
๐Ÿค– The 11 agent labs11 labs
Lab 01
Prometheus Anomaly Explainer

A ReAct agent that queries live Prometheus metrics and explains anomalies in plain language.

Lab 02
kubectl Copilot

A tool-calling agent that interprets kubectl output and proposes concrete remediation steps.

Lab 03
Safe Actuation Agent

Extends the kubectl copilot to execute approved actions against a staging cluster behind a confirmation gate.

Lab 04
LLM Pull-Request Reviewer

An LLM reviewer wired into GitHub Actions that comments on diffs, flags risks and suggests fixes.

Lab 05
Deployment Risk Scorer & Pager

A deployment agent that parses error logs, scores rollback risk and pages on-call with a reasoned summary.

Lab 06
RAG-over-Logs Pipeline

A retrieval pipeline that embeds and queries a synthetic log corpus for fast, grounded answers.

Lab 07
Incident-Response Agent

Correlates alerts, retrieves the right runbook sections and drafts a Slack incident summary with a timeline.

Lab 08
Terraform Drift Remediator

Detects drift from Terraform state, generates a remediation plan, asks for Slack approval and applies only after confirmation.

Lab 09
Red-Team & Harden an Ops Agent

Find prompt-injection vectors in an ops agent, add input/output guardrails and structured audit logging, then verify the hardened build in tests.

Lab 10
Multi-Agent Ops Orchestrator

An orchestrator that delegates to specialized subagents for cost analysis, security scanning and deployment health.

Lab 11
MCP Server for Your Ops Agents

Exposes the multi-agent system via a Model Context Protocol server so it's usable directly from your IDE.

๐Ÿ Capstoneplatform
Capstone
Autonomous Ops Platform

Design, integrate, harden and demo a working autonomous ops platform - CI/CD hooks, observability feeds, IaC tooling and Slack/PagerDuty, tested under chaos and adversarial prompts.

Life after the program

What you walk away with, and where you grow

You finish with rare, in-demand skills and proof. Then you keep growing through our community and earning from your work.

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A recognised certificate

Earn a CareerByteCode certificate for a genuinely advanced, hands-on agentic AI for DevOps program.

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11 agents + a capstone

A portfolio of real autonomous ops agents you can demo: pipelines, observability, IaC and multi-agent orchestration.

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Rare, in-demand skills

Confident command of building, hardening and shipping production agentic systems for DevOps.

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Grow through our community

Join a global community of engineers. Showcase your agents, stay visible to recruiters, and speed up the opportunities that come your way.

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Earn from your skills

Turn agentic AI and DevOps skills into income through consulting, freelancing and mentoring, with a real earning pathway.

Turn 11 agents into a portfolio

Build proof you can ship agentic systems, then grow through our community and earning pathway.