Everything You Need to Build Anything
A unified platform spanning AI agents, digital manufacturing, 3D modeling, automated testing, multi-cloud deployment, analytics, and project management — so every product type ships faster.
AI Agents
Orchestrate multiple specialized AI agents that collaborate in real time, sharing context and executing tools autonomously to accelerate every stage of your product lifecycle.
Multi-Agent Orchestration
Spawn developer, tester, designer, devops, and analyst agents that work in parallel on different aspects of your project simultaneously.
Shared Context Memory
Redis-backed context store lets every agent read the output of its peers, enabling coherent collaboration without manual handoffs.
Autonomous Tool Execution
Agents invoke code generators, test runners, deployment pipelines, and analytics queries on their own, asking for confirmation only when needed.
Real-Time Streaming
Independent SSE streams per agent deliver token-by-token responses so you can watch progress across all agents at once.
Manufacturing
Bridge the gap between digital design and physical production with built-in device adapters, lab management, and automated quality inspection.
8 Device Adapters
Connect to 3D printers, CNC machines, pick-and-place systems, reflow ovens, and more through a unified adapter interface.
Lab Management
Track equipment availability, maintenance schedules, and material inventories across multiple physical lab locations.
Job Queue Automation
Submit, prioritize, and monitor manufacturing jobs with BullMQ-powered queues that handle retries and status notifications automatically.
Quality Inspection
AI-assisted visual inspection and measurement verification to catch defects before they reach downstream assembly steps.
3D Modeling
Design and prepare physical parts for production entirely in the browser with a real-time 3D editor, CSG operations, and integrated slicer.
Browser-Based 3D Editor
A full Three.js-powered editor with orbit controls, grid snapping, and parametric primitives — no desktop software required.
CSG Boolean Operations
Combine, subtract, and intersect solid bodies to sculpt complex geometry directly in the viewport with instant preview.
Integrated Slicer & G-code Preview
Slice STL exports into layer-by-layer toolpaths and preview the resulting G-code before sending jobs to connected printers.
Testing
Generate, run, and analyze tests automatically across browsers, devices, and accessibility standards — powered by AI and Playwright.
AI Test Generation
Describe a user flow in plain language and get a complete Playwright test suite with assertions, fixtures, and data factories.
Visual Regression
Pixel-level screenshot comparisons flag unintended UI changes across releases with configurable diff thresholds.
Accessibility Auditing
Automated WCAG 2.1 AA/AAA checks surface contrast, ARIA, and keyboard-navigation issues before they reach production.
Cross-Platform Coverage
Run the same test suite against Chromium, Firefox, WebKit, and real mobile viewports in parallel CI pipelines.
Deployment
Ship to any cloud provider with confidence using feature flags, progressive rollouts, and one-click rollback protection.
Multi-Cloud Deploy
Push to GCP, AWS, Vercel, or your own infrastructure from a single dashboard with environment-specific configuration.
Feature Flags
Toggle features per environment, user segment, or percentage rollout without redeploying your application.
Release Management
Track release candidates, changelogs, and approval gates in a unified view tied to your Git history.
Rollback Protection
Automatic health checks after deploy trigger instant rollback to the last known-good version if error rates spike.
Analytics
Understand project health at a glance with executive dashboards, cost tracking, and AI-driven recommendations you can export and share.
Executive Dashboards
High-level KPIs — velocity, defect rate, uptime, cost per deploy — rendered in interactive charts for stakeholder reviews.
Cost & Stability Tracking
Monitor cloud spend, error budgets, and SLA compliance over time with trend lines and anomaly alerts.
AI Recommendations & Export
Receive actionable suggestions to improve performance and stability, then export reports as PDF or CSV.
Project Management
Plan, track, and resolve issues across sprints, incidents, and status pages — all within the same platform your agents and pipelines use.
Backlog & Sprint Boards
Drag-and-drop Kanban and sprint boards with story points, priorities, and automatic carry-over of unfinished work.
Defect Tracking
Link defects to test runs, deployments, and code changes so every bug has full traceability from discovery to fix.
Incident & Status Pages
Declare incidents, coordinate response, and publish real-time status pages to keep users informed during outages.