Turn AI Code Production ready, instantly.
Save 15.2 Hours per week and ship code 10x faster by automatically turning AI Generated Code into production ready code, autonomously.
Trusted by industry leaders






























Polarity ingests your full codebase context to plan, prioritize, and execute optimization tasks autonomously.
Our fleet of specialized agents work in parallel with intelligent sharding, handling complex tasks by spawning sub-workers when needed.
Every change is verified through comprehensive testing and optional sandbox environments before shipping production-ready PRs.
Polarity CLI
A CLI tool your team dreams of, run all of polarity from the comfort of your terminal

$ pt refine
✓ Analyzing
✓ Planning
✓ Deploying fleet
✓ Sandbox testing
✓ Production verification


"Our Dev team ships so much faster, never focusing on review is a game changer"
Trusted by industry leaders


















Polarity System Workflow
From trigger to production-ready PRs. See how Polarity autonomously optimizes your code.
Custom Context
Google award winning context engine using SOTA research. Polarity Heavy ingests your entire codebase for complete accuracy.

> Ingesting codebase... > Context engine: ON
app/
components/
lib/
Planning
Planner Agent analyzes the full context and generates categorized task graphs with prioritized issues and fixes.

> Analyzing codebase... > Creating task graph
Task Graph Generated
Dependencies Mapped
Execution Plan Ready
Worker
Fleet of Worker Agents execute tasks in parallel. Polarity Sharding spawns sub-workers for complex tasks automatically.

> Spawning worker fleet... > 8 workers deployed
Worker #1
Worker #2
Worker #3 → Sub-workers
Verification Sandbox
Spin up isolated environments to run builds, tests, and API checks. Self-fixes issues before shipping production PRs.

> Running tests... > Sandbox: Active
Unit Tests
Integration Tests
E2E Tests
API tested
CI/CD
Dev Spun up
Enterprise-ready
Polarity gives you full autonomy with production-ready infrastructure.
Our high-volume tiers include comprehensive DPAs, SLAs, and high-capacity rate limits.
Zero Data Retention
Ensure true privacy and compliance with customized ZDR. All queries and data can be automatically purged based on your requirements.
SOC2 Certified
Our security framework maintains the highest level of compliance with industry standards. Safe information processing and access control.
Single Sign-On
A seamless, secure login experience for your entire team. Built-in team authentication and authorization management.