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ACE Pattern Learning

ACE

PricingCommunity
Automatic Pattern Learning

The Playbook Your AI Actually Remembers

ACE captures the patterns from your commits and feeds them back to your AI — across projects, across tools, across your team.

Hosted in Frankfurt · DSGVO + EU AI Act compliant•
Open benchmark · Reproducible on your own repo•
Thousands of patterns indexed weekly•
Works with every LLM-backed IDE

Works alongside your existing tools

Claude Code
Cursor
VS Code
Any MCP Client

Your playbook

Patterns retrieved for this task

listening
Confidence: 92%Retrieved in <200msSource: team/playbook.yaml

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

Learned from what you kept

Not from what you said you'd do. Patterns come from commits that actually shipped.

Carries across every session

New repo, new IDE, new teammate — the playbook is already there. Nothing to carry with you.

Only the patterns that helped

Scored by outcome. The ones that worked rise. The ones that didn't fade out on their own.

No config, no prompt bloat

Nothing to write. Nothing to maintain. ACE retrieves the right patterns at the right time, automatically.

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.

Luca Wendt

Solo engineer after team handoff · XpertPulse GmbH

We build medical software, so mistakes cost us. I found ACE in the Cursor extensions menu — we needed something that actually remembered context between sessions. It keeps the full context of what I’m doing so I make fewer mistakes when I’m vibe coding. Exactly what I needed.

Sirapope Panapong

Medical software developer · 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

Playbook Builds Itself

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

Every session

Context persists across restarts

Start Building a Playbook That Compounds

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

A
ACE

Agentic Context Engineering.
Building AI that gets smarter with every task.

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  • Cursor
  • VS Code / Copilot

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