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Playbooks Overview

A24Z provides role-specific playbooks to help you get the most value from AI coding agent observability, whether you’re an individual engineer, engineering manager, or CTO.

Why Playbooks?

Different roles have different needs when it comes to observability:
  • Engineers focus on personal productivity and tool optimization
  • Managers need to track team performance and identify blockers
  • CTOs require organization-wide insights and cost management
Our playbooks provide actionable guidance tailored to your specific role and responsibilities.

Available Playbooks

What’s in a Playbook?

Each playbook includes:

πŸ“Š Key Metrics to Track

The most important metrics for your role, with explanations of why they matter and how to interpret them.

🎯 Common Goals

Typical objectives for your role and how to achieve them using A24Z.

πŸ” Dashboard Views

Recommended dashboard configurations and filters to focus on what matters to you.

⚑ Workflows

Step-by-step workflows for common tasks and scenarios.

πŸ’‘ Best Practices

Proven strategies and tips from successful A24Z users in similar roles.

🚨 Red Flags

Warning signs to watch for and how to address them.

Choosing Your Playbook

You should use the Engineers Playbook if you:
  • Write code using AI coding assistants
  • Want to improve your personal productivity
  • Need to understand which tools work best for your tasks
  • Want to optimize your prompts and workflows
Go to Engineers Playbook β†’
You should use the Managers Playbook if you:
  • Lead a team of engineers using AI tools
  • Need visibility into team performance
  • Want to identify bottlenecks and improve collaboration
  • Need to justify AI tool investments
Go to Managers Playbook β†’
You should use the CTOs Playbook if you:
  • Oversee multiple engineering teams
  • Manage AI adoption across the organization
  • Need to control costs and ROI
  • Require security and compliance oversight
Go to CTOs Playbook β†’

Quick Comparison

AspectEngineersManagersCTOs
Primary FocusPersonal productivityTeam performanceOrganization strategy
Key MetricsPersonal success rate, tool usageTeam velocity, collaborationROI, costs, adoption
Time HorizonDaily/WeeklyWeekly/MonthlyMonthly/Quarterly
Data ScopeOwn sessionsTeam dataOrganization-wide
Common ActionsOptimize promptsRemove blockersSet policies

Using Multiple Playbooks

You may wear multiple hats. For example:
  • Tech Lead: Combine Engineers + Managers playbooks
  • Engineering Director: Use Managers + CTOs playbooks
  • Founding Engineer: May need all three perspectives
Feel free to cherry-pick insights from multiple playbooks based on your needs.

Next Steps

Ready to get started? Choose your playbook:
1

Select Your Primary Role

Choose the playbook that best matches your main responsibilities
2

Review Key Metrics

Understand which metrics matter most for your role
3

Configure Your Dashboard

Set up views and filters recommended for your role
4

Follow the Workflows

Use the step-by-step guides to accomplish your goals
5

Implement Best Practices

Adopt proven strategies from successful users