Kujto Studio
Before you touch this file
Only for Mac
$19.99
Mac
Your repo has rules. Your new AI agent does not care. Kujto Studio is the local memory layer that makes it care, before anything breaks.
Kujto Studio is the local memory layer that stops AI agents and developers from breaking your codebase rules.
Every repo has hidden rules. New agents forget them. New developers miss them. Old decisions live in PRs, README files, Slack threads, AGENTS.md, and a dozen scattered docs. Kujto Studio scans that mess and turns it into a living memory map.
Pick a file. Kujto shows you the architecture rules that apply, the risks, the related tests, and the agent context to inject into Claude, Codex, Cursor, or Copilot. A confidence verdict tells you whether the file is safe, needs context, or sits in a danger zone.
One engine, four surfaces:
- Standalone Mac app with a sidebar memory map and a "Before You Touch This File" inspector
- Xcode Source Editor extension that surfaces the rules inline
- VS Code and Cursor extension with a Command Palette entry
- Command-line tool (kujto) for CI and scripting
Kujto is local-first. Nothing leaves your machine. The memory framework and CLI are open source (MIT). This app adds the Mac experience on top.
Perfect for:
- Engineers on convention-heavy architectures (TCA, Clean Swift, Redux)
- Teams using multiple AI coding agents that keep re-deriving the same context
- Anyone tired of pasting "here is our style guide" into a chat every day
Requires macOS 14 or later.
Ratings & Reviews
- This app hasn’t received enough ratings or reviews to display an overview.
You know the rules. The payment file nobody touches after 5pm. The "do not edit, it is generated" that everyone edits. Then a new dev shows up, or worse, an AI agent, full of confidence and zero context. This release is the adult in the room.
What's new:
Confidence dashboard. A grade for how risky your repo is to touch right now: Safe, Watch, Escalating, or Blocked. Like a weather app, except the storm is your own code.
Predictive governance. It flags the scary edit before you commit it, not three hours into a git bisect at midnight.
Agent pre-flight. Before your AI assistant "helps," Kujto hands it the rules, the tests, and a stern briefing. Dry-runs touch nothing. Your main branch sleeps soundly.
Governance rewind. A time machine for your rules. Scrub back through git and find the exact commit where "low risk" quietly became "please do not."
Rule proposals. Kujto notices you have fifteen View files and no rule for them, and drafts one. It never writes to your memory on its own, because it has manners. You review and adopt.
Memory-Lens. A little floating window that follows the file you are in and whispers what applies. No permissions, no drama.
Team sync. Share rules with teammates over the local network, cryptographically signed, so nobody "accidentally" ships a rule you never approved.
Memory debt. One honest number for how far your docs have drifted from reality, and it shows its work.
Performance. We found a loop that was pinning the CPU like it owed it money. It does not do that anymore. Scrolling is smooth, even in big repos.
Still 100% local. No cloud, no accounts, no telemetry, no model calls. Your code never leaves your Mac. We would not know what to do with it anyway.
The developer, PETROS DHESPOLLARI, indicated that the app’s privacy practices may include handling of data as described below. For more information, see the developer’s privacy policy .
Data Not Collected
The developer does not collect any data from this app.
Accessibility
The developer has not yet indicated which accessibility features this app supports. Learn More
Information
- Seller
- PETROS DHESPOLLARI
- Size
- 3.7 MB
- Category
- Developer Tools
- Compatibility
Requires macOS 14.0 or later.
- Mac
Requires macOS 14.0 or later.
- Mac
- Languages
- English and Albanian
- Age Rating
4+
- 4+
- Copyright
- © 2026® Petros Dhespollari

