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Actual AI — Developer Tools

from $5/developer/month

Actual AI (Developer Tools): Actual AI gives AI coding agents a system of record for architectural decisions, so teams ship production-ready code faster. Pricing: from $5/developer/month. (data verified August 2026)

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About Actual AI

What is Actual AI?

Actual AI is a guardrails platform for AI-native software engineering teams. It analyzes your codebase to extract architectural decisions (like ADRs) and synchronizes them across agent context files, so coding agents (Claude, Codex, Cursor, Copilot, and more) stay aligned with your architecture.

Problem it solves

AI coding agents often produce code that ignores existing system architecture, causing rework and technical debt. Actual AI acts as a system of record for architectural decisions, providing real-time guidance to agents and ensuring consistent code reviews. This reduces retries and speeds up task completion.

Who it's for

Built for software engineering teams using AI coding agents. It's ideal for teams dealing with agentic sprawl, but not for solo developers who don't need architectural governance or teams not using AI agents.

Use cases

Teams use Actual AI to maintain architectural consistency, accelerate code reviews, track team velocity, and generate work summaries. It integrates via GitHub, Slack, or CLI, supporting a wide range of tools.

Key features

  • Codebase Analysis — Analyze codebases for existing architectural decisions to align AI agents with your system's design.
  • Context File Management — Automatically synchronize architectural decisions across all agent context files, reducing misalignment.
  • Advisor — Give code-generation agents real-time architectural guidance, avoiding costly deviations.
  • Architectural Code Review — Ensure agents and humans write architecturally consistent code with automated reviews.
  • Management Agent — Track team velocity and identify blockers with metrics based on code analysis.
  • Work Summaries — Generate summaries of development work and architectural changes for better visibility.

SaaSpartout Score

7.3 /10
Ease of use 7.0
Features depth 8.5
Value for money 7.5
Support quality 6.5
Integrations 8.0
Scalability 7.5
Documentation 6.0
Onboarding speed 7.5

Editorial score from our review methodology — not user ratings.

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Actual AI Pricing

Actual AI pricing: from $5/developer/month.

For comparison: the median starting price in Developer Tools is $19.99/month, measured across 301 tools we track. See the full SaaS Pricing Index →

Free

Architecture Agent, 1-month analysis period, single developer account, 1 repository.

Starter

$5 per developer per month. Everything in Free plus Architecture Agent MCP (early-access), 3-month analysis period, up to 7 developers, up to 15 repositories.

Teams

$15 per developer per month. Everything in Starter plus Management Agent, 6-month analysis period, unlimited developers, up to 100 repositories, role-based access.

Enterprise

Custom pricing. Everything in Teams plus 12-month analysis period, SAML 2.0, unlimited repositories, custom integrations, and in-VPC deployment.

All plans include a free trial or free plan. See the pricing page for details.

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Frequently asked questions

How much does Actual AI cost?
Actual AI starts with a free plan, then $5 per developer per month for Starter and $15 per developer per month for Teams. Enterprise pricing is custom.
Is Actual AI free?
Yes, there is a free plan that includes the Architecture Agent, a one-month analysis period, a single developer account, and one repository.
What is Actual AI used for?
Actual AI provides guardrails for AI coding agents by analyzing codebases, extracting architectural decisions, and synchronizing them across agent context files to ensure code quality.
Who is Actual AI best for?
It's best for software engineering teams that rely on AI coding agents and need to maintain architectural consistency across large codebases.
What are top alternatives to Actual AI?
Alternatives include tools like Atlassian Intelligence, GitHub Copilot, and other AI code review platforms, but Actual AI is unique in focusing on architectural decision records.
What is the main limitation of Actual AI?
The free plan is limited to one developer and one repository, and the analysis period is short (1 month), which may not suit larger teams without upgrading.

Don’t take our word for it — ask your AI about Actual AI

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