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ACE Pattern Learning

🚀 Automatic Pattern Learning for Teams

Stop Solving the Same Problems
Over and Over

ACE automatically captures insights from your coding work, eliminating repeated trial-and-error and building a compounding knowledge base that makes your team faster every day.

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Repeated Problem-Solving

Same issues, different projects—wasting hours on solved problems

Knowledge Loss

Solutions forgotten between sessions, teams repeat mistakes

Slow Onboarding

New developers struggle without access to team knowledge

How ACE Works

Automatic learning in three simple steps

1

Code Normally

Work in Claude Code as usual. ACE runs silently in the background, watching and learning from your development sessions.

2

Bullets Captured

Successful strategies, useful code snippets, common pitfalls, and helpful APIs are automatically extracted and organized into your playbook.

3

Knowledge Applied

Next time you face a similar problem, ACE automatically retrieves relevant bullets—making you faster every day.

✨ NEW Features

Interactive Playbooks

Manage your team's knowledge with powerful tools

Project-Specific Playbooks

Each project gets its own dedicated playbook. No more mixing insights from different codebases!

Vote on Quality

Thumbs up helpful bullets, thumbs down outdated ones. Your team's feedback improves the playbook over time.

Edit & Add Bullets

Add your own insights, edit existing bullets, or remove outdated ones. Keep your playbook fresh and relevant!

Organized by Category

Four knowledge types that compound over time

Strategies & Best Practices

Architectural decisions, design patterns, and proven approaches that work for your stack.

Useful Code Snippets

Reusable code snippets that solve common problems—ready to paste and adapt.

Troubleshooting & Pitfalls

Common mistakes, gotchas, and debugging solutions learned from past failures.

APIs & Integrations

Recommended libraries, APIs, and tools that work well for specific use cases.

30-150ms

Blazing fast retrieval

25x Faster

Than solving from scratch

∞ Scale

Unlimited team growth

Ready to Stop Repeating Yourself?

Join teams building knowledge that compounds—making every developer faster, every single day.