act101

act101 provides a procedural verification layer for AI-written code, enabling engineers and architects to analyze, refactor, and attest changes made by AI agents with deterministic refactors and merge gates. It addresses the problem of agentic debt—structural and technical debt accruing at agent iteration speed—by offering tools to classify, verify, and rollback code changes, ensuring codebase quality and trustworthiness at agent speed.

Who is it for?

Engineers and architects managing AI-assisted codebases in commercial and open-source projects

Problem

AI agents iteratively modify codebases, accruing agentic debt—structural and architectural degradation that is not caught by traditional reviews or CI. This leads to coupling creep, silent behavior changes, and costly rewrites. Existing tools lack deterministic verification and rollback capabilities for AI-generated code changes.

Solution

act101 offers a closed-loop system with three stages: analyze the codebase with 42 analyzers, act with 182 deterministic refactor operations, and attest changes with a merge gate that provides a verdict and signed receipt. It integrates with AI coding agents to verify and gate every change, enabling instant undo and proof of behavior preservation.

What makes it unique

• Deterministic refactors with instant undo and checkpointing
• Merge gate providing a signed receipt and verdict for every change
• Integration with multiple AI coding agents via MCP and CLI
• Supports 163 grammars and 182 refactoring operations

• Analyze

  42 code analyzers to map code structure and detect issues before changes.

  01
• Act

  182 deterministic refactor operations for safe, cross-file code transformations.

  02
• Attest

  Merge gate that classifies changes, provides verdicts, signed receipts, and supports rollback.

  03
• Integration

  Connects with AI coding agents like Claude Code, Cursor, Codex, Windsurf, Zed, and OpenCode.

  04
• Porting

  Supports porting codebases across languages with parity verification.

  05
• Instant Undo

  Allows undoing agent changes instantly with checkpointing.

  06

Business model

SAAS

Audience

B2B

Platforms

web · linux · mac · windows · cli · api

Pricing model

subscription

Value proposition

act101 provides quality infrastructure for AI-written code by analyzing, acting, and attesting every change with deterministic refactors and merge gates to maintain codebase integrity at agent speed.

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