Platform Documentation
ProbeLabs is code intelligence + workflow automation + A2A agent interoperability for product and engineering teams. Built for multi‑million line codebases and complex architectures, it powers search, reviews, and automation across your entire stack. PMs and support get answers without interrupting engineers. Reviews run automatically. Processes that used to take days happen in minutes. The bottleneck isn't writing code anymore — it's understanding it.
Probe is the context engine. Visor is the workflow engine.
Start Here
Pick your first workflow
- Build an AI Assistant - Define skills, tools, and knowledge in YAML (~10 min)
- Chat with Code - Grounded answers from your codebase
- Intelligent Code Review - Structured, guardrailed reviews in CI
- GitHub Assistant - Issue + PR automation in GitHub Actions
- Engineering Process Automation - Visor workflows for real processes
Use Cases
Real workflows teams run every day, powered by Probe + Visor.
- Engineering Process Automation - Guardrailed workflows for product + engineering processes
- Team Chat with Code - Shared context for PMs, support, and engineering
- GitHub Assistant - Issue + PR automation in GitHub Actions (not a separate product)
- CLI for AI Workflows - Shell‑first automations for large repos
- Building AI Tools - Custom tools on top of Probe
- Node.js SDK (Use Case) - Build programmatic workflows in JavaScript
Solutions by Role
- Engineering Leadership - Org-wide automation with predictability
- Platform Teams - Build once, run everywhere
- Engineers - Full context, any codebase
- Product & Support - Engineering-grade context without the bottleneck
- Agencies - Repeatable delivery on client codebases
- Enterprise - Transform legacy codebases at scale
Foundations (Probe + Visor)
- What is Probe? - includes reference links to GitHub docs
- What is Visor? - workflow engine with A2A agent protocol support
Guides
- Build an AI Assistant - Clone the quickstart, define skills and tools, run from CLI or Slack
- Build a Slack Bot - Deploy a code-aware bot to your workspace
- Testing AI Workflows - Mock-based and integration testing for AI pipelines