PlanWright
PlanWright is a groundbreaking SaaS platform designed to accelerate software development by optimizing planning and acceptance for agent-driven coding. It transforms unstructured inputs like transcripts, emails, and Slack into clear, machine-checkable objectives and automates acceptance triage, ensuring human judgment is applied only where truly needed. This platform is ideal for development teams leveraging AI coding agents (e.g., Claude Code, Cursor, Codex) who face bottlenecks in traditional human-paced planning and code review processes.
Key Features
AI-powered objective synthesis from chaotic inputs.
Automated acceptance triage, distinguishing mechanical from judgment-bound tasks.
Cryptographically signed and hash-chained audit trail for every decision.
Seamless integration with AI coding agents via MCP.
Built-in SOC 2 compliance evidence for AI-generated code.
Use Cases
PlanWright empowers teams to maximize AI agent efficiency by eliminating human bottlenecks in planning and acceptance. Instead of manual task creation, humans describe desired outcomes, which agents convert into structured objectives. This accelerates development throughput and ensures alignment between human intent and agent execution. Furthermore, it streamlines code acceptance by automatically clearing mechanical criteria, presenting only critical items to engineers. This concentrates valuable human judgment, reduces review time, and provides an immutable, cryptographically signed audit trail crucial for SOC 2 compliance and demonstrating control over AI-generated code.
Pricing Information
PlanWright offers a flexible pricing model, starting with a "Free" plan for solo developers (up to 3 seats, 1 project, 30-day audit retention). Paid tiers include "Team" ($15/seat/month) for small teams and "Business" ($39/seat/month) for larger teams, offering more seats, unlimited projects, longer audit retention (1-3 years), and features like GitHub App integration and priority support. An "Enterprise" plan is available for custom organizational needs.
User Experience and Support
Designed for ease of use, PlanWright integrates directly within Claude Desktop and Claude Cowork. Its zero-config setup requires a single command and GitHub login. The platform features a clear "Board" view for tracking objectives. Comprehensive documentation, including a setup guide and compliance brief, is available, with support ranging from community to dedicated options based on the plan.
Technical Details
PlanWright leverages advanced AI for objective synthesis and acceptance triage. It employs a robust, cryptographically secure audit ledger using hash-chained, ECDSA P-256-signed records for immutable and verifiable audit trails. The system integrates with AI coding agents via the MCP and uses GitHub for authentication, ensuring a secure and traceable environment for agent-driven development.
Pros and Cons
Pros:
Significantly accelerates agent-driven development workflows.
Automates tedious planning and acceptance tasks.
Provides robust, cryptographically verifiable audit trails for SOC 2 compliance.
Frees up senior engineers for high-value judgment tasks.
Cons:
Primarily beneficial for teams using AI coding agents.
Requires adoption of a new workflow paradigm.
Advanced compliance features (SSO/SAML) are roadmap items for Enterprise.
Conclusion
PlanWright is an essential tool for modern development teams embracing AI coding agents, transforming chaotic inputs into structured objectives and streamlining acceptance with verifiable audit trails. By inverting traditional bottlenecks, it unlocks unprecedented speed and compliance. Explore PlanWright today to revolutionize your agent-powered development pipeline.
AI Code GenerationCompliance Management
