Catalyst Labs • 2026 Cohort

Build the systems
that power the modern world.

Intensive, hands-on training in Software Engineering, DevOps, AI Operations, and Security. Learn how real production systems are designed, deployed, and defended.

Instructors
Industry Practitioners
Tracks
4 Production-Focused
Learning Style
Hands-On First
Format
Live Cohorts
Partner With Us
Specializations

Engineering Education, Built for Reality.

Each track is designed around how modern systems actually operate in production, emphasizing architecture, tradeoffs, and automation. Curriculum is reviewed quarterly to stay aligned with real-world practices.

Cohort 2026

Software Engineering

Design, build, and scale production-grade software systems. Focus on system design, backend architecture, and distributed thinking beyond interview prep or toy projects.

Core Curriculum
Distributed Systems
System Design
Cloud-Native Development
API & Data Architecture
Performance & Reliability
Full Syllabus Coming Soon
Cohort 2026

DevOps Engineering

Provision, operate, and improve modern infrastructure. Learn automation, reliability, and the operational discipline required to run systems at scale.

Core Curriculum
Infrastructure as Code
Kubernetes
CI/CD Systems
Site Reliability Engineering
Cloud Security
Full Syllabus Coming Soon
Cohort 2026

AgentOps

Operate AI systems in production. Learn how to deploy, monitor, and optimize LLM-powered agents with an emphasis on reliability, safety, and cost control.

Core Curriculum
Agent Frameworks
RAG Architectures
Vector Databases
Model Optimization
Monitoring & Cost Control
Full Syllabus Coming Soon
Cohort 2026

SecOps

Build automated detection, response, and identity systems for cloud-scale environments. Learn how security integrates directly into modern infrastructure.

Core Curriculum
Detection Engineering
Security Automation
Threat Modeling
Identity & Access Control
Compliance as Code
Full Syllabus Coming Soon
Who It's For

Designed for Builders.

Catalyst Labs serves learners at different stages; all united by a desire to understand how real systems work in production.

Production Foundations

Students

Augment academic coursework with hands-on experience designing, deploying, and operating real-world systems.

Career Acceleration

Professionals

Upskill with system-level knowledge to support career growth, promotion, or a pivot into engineering roles.

Practical Leverage

Builders

Learn to automate workflows, deploy reliable services, and build scalable tools for side projects or small businesses.

Why This Matters

From Tools to Systems.

Technology changes fast, but system design principles change far more slowly. The real skills gap is understanding how tools fit together into reliable, scalable, and secure systems.

AI-Augmented Engineering
80% of organizations will transition to AI-augmented engineering teams by 2030 (Gartner)
Hybrid Architectures
40% of leading enterprises will adopt hybrid compute for critical workflows by 2028 (Gartner)
Agentic Job Growth
Agentic-related job postings surged by 985% as LLMs move to production (McKinsey)
Agentic Autonomy
15% of daily work decisions will be made by autonomous agentic AI by 2028 (Gartner)
Infrastructure Expansion
Global data center capacity projected to grow 20% annually through 2030 (McKinsey)
Cloud Potential
$1.2T in economic value remains locked behind legacy infrastructure (McKinsey)
Focus
Durable System Patterns
Outcome
Production Readiness
Strategic Outlook

"The most valuable engineers aren’t the ones chasing tools, they’re the ones who understand systems under real-world constraints."

About Us

Built by Practitioners.

CL
Catalyst Labs
Engineering, Infrastructure & Security
"Great engineering isn’t about writing code. It’s about designing systems that reduce complexity and scale safely."

Catalyst Labs is led by engineers working at the intersection of software, infrastructure, and security. Our experience comes from building and operating the platforms that support real production environments.

Our teaching philosophy is shaped by environments where reliability, scale, and security are non-negotiable. We focus on the patterns and mental models engineers need to move from theory to confident execution.

Catalyst Labs exists to bridge the gap between academic learning and real-world engineering. We train engineers to think in systems, and to ship with confidence.

Get in Touch

Start the Conversation.

Whether you’re an individual learner, educator, or organization interested in partnership, we’d love to connect.

CL
Catalyst Labs
Engineering Education
Orange County, CA • 2026