Skaftor

Description

Skaftor is the system of record for AI-native software delivery, designed to capture both business and technical intent. It compiles this intent into agent-executable work orders, orchestrating AI coding agents like Cursor and Claude Code over a managed control plane (MCP). This system governs every change with approval gates and blast-radius checks, ensuring that every modification is tracked and remembered in an engineering memory graph.

The platform differentiates itself from traditional AI coding assistants by functioning as an organization-wide system rather than a tool for individual developers. While tools like Cursor and GitHub Copilot assist in writing code faster, Skaftor captures intent, orchestrates agents from structured specifications, and maintains a comprehensive history of changes. This orchestration allows teams to leverage existing coding agents while ensuring that work is dispatched, governed, and observed centrally.

Skaftor supports AI-native software delivery, a method where human intent drives the implementation, with AI agents executing the majority of the work. This approach allows organizations to maintain a system of record that captures intent, orchestrates agents, governs changes, and retains a memory of how and why each line of code was shipped.

The platform is designed to integrate seamlessly with existing coding agents and tools, running a per-project MCP server and a command-line interface (CLI). This ensures that developers can continue using their preferred coding agents while benefiting from centralized governance and oversight. Skaftor employs automated checks, including blast-radius analysis and spec-drift detection, to maintain the integrity of AI-generated code, providing an auditable thread from intent to production.

Skaftor is priced at $99 per seat per month for the Pro plan, with custom pricing available for larger organizations requiring advanced governance features. The platform is built to enhance collaboration and memory within engineering teams, transforming the way software is delivered and managed.

Skaftor's Core Features

• Pricing Model: $99 per seat per month

• API Available: Yes

• Deployment: Cloud

• Integrations: GitHub, Notion, Jira, Linear, Confluence, Google Cloud, Slack

• Role-Based Access Control: Yes

• Audit Trail: Yes

• Approval Workflows: Yes

• Single Sign-On: Yes

How to use Skaftor?

1. 1

   Connect: Integrate your existing repositories, documents, and tools into Skaftor.

2. 2

   Plan: Describe your intent and let Skaftor draft requirements.

3. 3

   Blueprint: Transform intent into architecture, mapping services and interfaces.

4. 4

   Work Orders: Break down the plan into executable units that can be assigned.

5. 5

   Build: Allow coding agents to pick up work orders and write code in context.

6. 6

   Review: Open pull requests for every change, ensuring they align with the blueprint.

7. 7

   Deploy: Ship to production on a traceable thread, maintaining oversight.

8. 8

   Observe: Monitor the deployed application and gather feedback for future intents.

Skaftor's Use Cases

• Onboarding Engineers
• Modernizing Legacy Code
• Govern AI Coding Agents
• Refactoring Safely
• Keeping Specs in Sync

FAQ from Skaftor

• What is Skaftor?

  Skaftor is the system of record for AI-native software delivery, capturing intent and orchestrating agents to remember how every line of code was shipped.

• How does Skaftor differ from AI coding assistants?

  Skaftor is an organization-wide system that captures intent and orchestrates agents, while coding assistants help individual developers write code.

• What is AI-native software delivery?

  It's a method where human intent drives software implementation, with AI agents executing the majority of the work.

• Does Skaftor work with existing coding agents?

  Yes, Skaftor integrates with existing coding agents like Cursor and Claude Code.

• How does Skaftor ensure code governance?

  Every change passes through approval gates and automated checks, ensuring governance and auditability.

• What is the cost of Skaftor?

  Skaftor costs $99 per seat per month for the Pro plan, with custom pricing for larger organizations.

• What tools can Skaftor integrate with?

  Skaftor integrates with GitHub, Notion, Jira, Linear, Confluence, Google Cloud, and Slack.

• How does Skaftor maintain an audit trail?

  Skaftor maintains an append-only audit log that records every action taken within the system.