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agent_orchestration_practicum.sh

Agent Orchestration Practicum

Hands-on: Build your first agent swarm with Judge agents for quality control

$acf run agent_orchestration_practicum

Master the Art of Agent Swarm Orchestration

Deploy your first production agent system in one day

Stop treating AI as a single tool. Learn to orchestrate specialized agent swarms where each agent masters its domain. Build Judge agents that enable 90% auto-ship rates while preventing hallucinations from reaching production.

What You'll Build in One Day

Code Agent

Specialized for implementation with domain-specific training

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Test Agent

Generates comprehensive test suites with edge case coverage

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Doc Agent

Creates and maintains documentation synchronized with code

Judge Agent

Reviews all outputs with risk-weighted governance rules

Hands-On Learning Modules

1

Agent Architecture Fundamentals

Understand why specialized agents outperform general-purpose AI by 10x. Learn the mathematical foundations of agent orchestration and communication protocols.

  • Single responsibility principle for agents
  • Inter-agent communication patterns
  • Reward function optimization
2

Building Your First Agent Swarm

Deploy a working 4-agent system that handles a complete development workflow. Connect agents, establish communication channels, and see immediate results.

  • Agent deployment and configuration
  • Knowledge graph integration
  • Orchestration pipeline setup
3

Judge Agent Implementation

Master risk-weighted governance that enables 90% auto-ship rates. Build Judge agents that catch critical issues while allowing obvious improvements through.

  • Risk stratification algorithms
  • Critical change detection
  • Auto-ship vs human review logic
4

Production Deployment Strategies

Learn battle-tested patterns for rolling out agent systems to skeptical teams. Handle edge cases, monitor performance, and prove ROI from day one.

  • Incremental rollout strategies
  • Performance monitoring setup
  • Team change management

Intensive Learning Experience

Live Coding

Build real agent systems alongside expert instructors. No slides, just hands-on implementation.

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Your Environment

Work in your actual development environment with your tools and see immediate results.

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Production Ready

Leave with working agent system deployed and generating value in your codebase.

Practicum Outcomes

Technical Skills

  • โœ“ Deploy specialized agent swarms
  • โœ“ Configure Judge agent governance
  • โœ“ Integrate knowledge graphs
  • โœ“ Optimize reward functions
  • โœ“ Monitor agent performance
  • โœ“ Handle edge cases gracefully

Business Impact

  • โœ“ 90% auto-ship rate achieved
  • โœ“ 70% less code review time
  • โœ“ 90% reduction in production hallucinations
  • โœ“ 5x faster feature delivery
  • โœ“ Developer satisfaction increase
  • โœ“ Measurable ROI in week one

Practicum Formats

Team Practicum

2-day intensive for up to 12 developers. Includes pre-work, hands-on sessions, and 30 days of implementation support.

  • Custom agent configurations
  • Your codebase integration
  • Team-specific workflows

Individual Practicum

Join monthly cohort with developers from other organizations. Virtual format with breakout implementation sessions.

  • Standard agent templates
  • Best practice workflows
  • Peer learning opportunities
implementation-workshop.sh

Ready to Get Started?

Transform your developers from debugging AI hallucinations to shipping at 10ร— velocity.

$acf workshop --schedule