Automatic Pattern Learning

The Playbook Your AI Actually Remembers

ACE captures patterns from your coding work and feeds them back to your AI. Automatically. Works alongside the tools you already use. Solo or with your team.

Book a Demo

Works alongside your existing tools

Claude Code
Cursor
VS Code
Any MCP Client
ace-session.log
$claude "Implement JWT authentication"
ACE retrieved 3 patterns (confidence: 92%)
• Use refresh token rotation - observed 7x, helpful 7/7
• Store tokens in httpOnly cookies - observed 5x, helpful 5/5
• Rate limit auth endpoints - observed 3x, helpful 3/3
Implementing with team playbook...
Task completed · 1 new pattern discovered · playbook updated

Sound familiar?

Your AI Keeps Forgetting

Session memory disappears. Other tools' memory expires after 28 days. Every new project starts from zero.

Patterns Stay in One Place

What you figure out in one project doesn't transfer to the next. What your teammate discovers stays with them.

Rules Files Need Constant Upkeep

Writing and updating instruction files is one more thing on your plate. And there's no way to know if they're still accurate.

What makes ACE different

Permanent Memory

No 28-day expiry. Patterns stay until you delete them.

Cross-Project

Not locked to one repo. Patterns flow across all your work.

Visible Playbook

See exactly what your AI knows. Edit it. Vote on quality.

Fully Automatic

No rules to write. No files to maintain. It learns from your work.

Four of us built LohnPulse. Two fullstack devs, a backend dev, a solutions architect. When the project wrapped, I was on my own. ACE still feeds me every pattern the team established. It’s like they never left.

LW

Luca Wendt

XpertPulse GmbH

We build medical software, so mistakes cost us. I found ACE browsing the Cursor extensions menu and figured I’d try it. It keeps the full context of what I’m doing so I make fewer mistakes when I’m vibe coding. Exactly what I needed.

SP

Sirapope Panapong

Softtech

How ACE Works

Three steps. Nothing changes about how you work.

1

Code Normally

Use your favorite IDE. ACE runs quietly in the background.

2

Patterns Emerge

After each task, patterns are extracted and added to your playbook. Bad ones fade out automatically.

3

Knowledge Compounds

Next session, your AI already has the context. On a team? Everyone benefits from what anyone learns.

< 5 min/week

Time saved to break even

15 minutes

From setup to first pattern

Day 1

Productive from the first session

Start Building a Playbook That Compounds

Free to start. Patterns from your first session. A meaningful playbook within a week.