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About

Metabob detects, explains, and fixes coding problems created by humans and AI. Metabob utilizes proprietary graph neural networks to detect problems and LLMs to explain and resolve them, combining the best of both worlds. GNN detects and classifies problematic code with contextual understanding. Problematic code along with enriched context is stored in Metabob's backend. The stored information from the backend is passed to an integrated LLM. The LLM generates a context-sensitive problem explanation and resolution. Metabob's AI is trained on millions of bug fixes performed by experienced developers. The ability to understand code logic and context, enables Metabob to detect complex problems that span across codebases and automatically generate fixes for them. Metabob's AI code review detects hundreds of logical problems, varying from race conditions to unhandled edge cases. Such problems cannot be detected with traditional static analysis tools.

About

Proofline is a hosted code review service that evaluates GitHub pull requests against deployment-environment evidence. It checks code paths, configuration, dependencies, permissions, resource limits and deployment facts to identify production risks before merge. Findings explain failure mechanisms and cite code and environment evidence. Missing, stale or unavailable evidence is identified as an assessment gap, not treated as proof a change is safe. Engineers inspect reviews in the Proofline console and can connect coding agents to review status or share findings. Supported sources include AWS, Google Cloud, Vercel, Cloudflare Workers, Kubernetes, Terraform, OpenTofu, Docker Compose and Backstage. Proofline offers GitHub Actions integration, a CLI, MCP access, an HTTP API, and TypeScript and Python SDKs for requesting or inspecting reviews. Infrastructure connections are read-only; teams choose which repositories and environments to connect and how to address findings.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Supported
Linux Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Teams and enterprises looking for a solution to detect bugs and manage their code

Audience

Software engineers, platform engineering teams, DevOps and SRE teams, and engineering leaders reviewing code changes against production infrastructure.

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

No images available

Pricing

$20 per month
Free Version Supported
Free Trial Not Supported

Pricing

$20/person/month
The Free plan includes 10,000 one-time organization credits, plus 5,000 credits when the first environment is ready; it has no subscription or recurring free credits. Basic is $20/person/month for 2,000 credits, and Ultra is $60/person/month for 6,000 credits. Prices are in USD plus tax. Monthly credits are per person, not pooled, and expire at month-end.
Free Version Not Supported
Free Trial Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Metabob
metabob.com

Company Information

Proofline
Founded: 2026
Germany
proofline.sh/

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Categories

AI Code Review Supported
Code Review Supported

Categories

AI Code Review Supported
Code Review Supported

Integrations

GitHub Supported
Amazon Web Services (AWS) Not Supported
Backstage Not Supported
Bitbucket Supported
C Supported
C++ Supported
Cloudflare Workers Not Supported
Codex CLI Not Supported
Cursor Not Supported
GitLab Supported
Google Cloud Platform Not Supported
Java Supported
JavaScript Supported
Kiro Not Supported
Kubernetes Not Supported
Model Context Protocol (MCP) Not Supported
Python Supported
Terraform Not Supported
TypeScript Supported
Visual Studio Code Supported

Integrations

GitHub Supported
Amazon Web Services (AWS) Supported
Backstage Supported
Bitbucket Not Supported
C Not Supported
C++ Not Supported
Cloudflare Workers Supported
Codex CLI Supported
Cursor Supported
GitLab Not Supported
Google Cloud Platform Supported
Java Not Supported
JavaScript Not Supported
Kiro Supported
Kubernetes Supported
Model Context Protocol (MCP) Supported
Python Not Supported
Terraform Supported
TypeScript Not Supported
Visual Studio Code Not Supported
Claim Metabob and update features and information
Claim Metabob and update features and information
Claim Proofline and update features and information
Claim Proofline and update features and information