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Quality score 87Aprobelabs.com#agents#business#data#no-code#productivity

Probe — Code Intelligence for Large Codebases

Probe is an AI code intelligence tool designed for multi-million line codebases, enabling automated code reviews, issue triage, and cross-team code intelligence.

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About this tool

Probe is an AI code intelligence tool built for product and engineering teams working with multi-million line codebases. It uses AST-aware parsing, semantic search, and structured retrieval to help teams understand their codebase deeply. Key capabilities include: - AI-powered code reviews: Automated PR review with customizable, evolving rules per repo or client. - Infrastructure review: Automated PR review for Terraform, Helm, and Kubernetes changes. - Automated issue triage: Categorize, assign, and add context before a human touches it. - Ticket enrichment: New tickets automatically get code context, related issues, and recent changes. - Blast radius analysis: Understand impact before making cross-team changes. - Auto-generated docs: Personalized onboarding guides for every new hire, repo, and team, plus release notes and changelogs. - Basic test coverage analysis: Flag code paths without tests. - AI assistant building: Define an AI assistant in a single YAML file, run from CLI or Slack. - Auditability: All agent actions are logged with OpenTelemetry for complete auditability. Probe supports self-hosting, offers a freemium pricing model, and is suitable for engineering teams, support and legal teams, platform teams, and product managers.

Best for
  • Engineering teams with multi-million line codebases
  • Platform teams needing cross-team code intelligence
  • Product managers looking to automate code reviews and issue triage
  • Support and legal teams requiring code context
Use cases
  • Automated AI-powered code reviews
  • Auto-generated onboarding docs and release notes
  • Automated issue triage and ticket enrichment
  • Blast radius analysis for cross-team changes
  • Automated infrastructure review for Terraform, Helm, and Kubernetes
Strengths
  • Designed for large codebases with AST-aware parsing and semantic search
  • Supports self-hosting for data control
  • Freemium model lowers entry barrier
  • Complete audit logging via OpenTelemetry
  • Quick AI assistant building via YAML
Limitations
  • Medium learning curve
  • Web-based platform may require network access
  • Specific limits of the freemium model are not detailed in the facts

Features & use cases

AI-powered code reviews with customizable rulesInfrastructure review (Terraform, Helm, Kubernetes)Automated issue triage and ticket enrichmentBlast radius analysisAuto-generated onboarding docs, release notes, and changelogsBasic test coverage analysisBuild AI assistants via YAML, run from CLI or SlackOpenTelemetry audit loggingAST-aware parsing and semantic searchSelf-hosting support

Quick facts

Self-hosting supported

At a glance

Monetization
  • Freemium
Maturity signals
  • Open source
Learning curve
  • Medium

Pricing

Pricing

Freemium

from

$40/yr

Free plan included

Pricing verified Oct 21, 2026Official pricing page

Resources

Sources

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