
The AI coding agent that turns ideas into shipped software
GitLoop records 9,501 monthly visits with -22.9% month-over-month growth and Freemium pricing. What the Diff records 1,113 monthly visits with -59.8% growth and Freemium pricing.

AI pull request descriptions and refactoring for GitHub and GitLab
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | gitloop.com | whatthediff.ai |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 9.5K (9,501) | 1.11K (1,113) |
| MoM Traffic Delta | -2.83K (-22.9%) | -1.65K (-59.8%) |
| Primary Market & Share | 🇺🇸 United States (29%) | 🇺🇸 United States (94.3%) |
| Direct Visits / mo | 3.8K | 435 |
| User Rating | 4.1 | 4.2 |
| Supported Platforms | Website | Website |

Context-aware AI assistant that knows your entire Git codebase
Ask questions in plain language and get answers drawn from your actual files, structure and conventions rather than generic snippets.
An automated reviewer inspects code changes, spots potential bugs and vulnerabilities, and posts contextual comments and replies.
Generate descriptions for functions, modules and features so onboarding and reference material stay close to the real code.
Ask for tests and GitLoop searches the codebase, analyses the relevant code and produces tailored test cases.

AI pull request descriptions and refactoring for GitHub and GitLab
Every PR gets a written summary of what changed in plain English, giving reviewers context without digging through the patch.
Simplified, translated summaries go out via Slack, email, or webhooks to keep non-technical teammates in the loop.
Request improvements directly in a pull request comment and let the AI help draft the refactoring.
Aggregate a week of work into a single clear update so nobody has to chase progress manually.

The AI coding agent that turns ideas into shipped software
Cognition's autonomous software engineer that ships real pull requests

The coding agent that learns your coding taste
The coding agent that learns your coding taste

AI code review, PR triage, and security monitoring for fast-moving teams
AI code review, PR triage, and security monitoring for fast-moving teams

AI-generated wikis and chat for any public GitHub repository

All-in-one AppSec platform that finds and auto-fixes vulnerabilities
All-in-one AppSec platform that finds and auto-fixes vulnerabilities

Agent orchestration platform for your whole software development lifecycle
Agent orchestration platform for your whole software development lifecycle

Context-aware AI that plans, codes, tests, and documents across your engineering workflows
Context-aware AI that plans, codes, tests, and documents across your engineering workflows

AI code review and status updates that keep every repo on track
AI code review and status updates that keep every repo on track

Context-aware AI code reviews and a model router for coding agents
Context-aware AI code reviews and a model router for coding agents

Free / Open-sourceOpen-source AI code review you can self-host or run in the cloud with your own model keys
Free / Open-sourceOpen-source AI code review you can self-host or run in the cloud with your own model keys

Free / Open-sourceOne living index of your codebase that AI agents and pull requests can actually read
Free / Open-sourceOne living index of your codebase that AI agents and pull requests can actually read