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CLUSTER CODE-WEB-IMPROVEMENTS · 29 ENTRIES · EARLIEST ENTRY 2025-07-26

AI code review web apps

The cluster consists of web-based AI tools that analyze source code for errors, security, performance, and quality, returning prioritized findings and refactoring suggestions. Dated entries before the index start show low counts throughout 2025, rising in early 2026 to a peak of 4 in March 2026, then tapering to 1-2 per month by mid-2026. Traction is led by simsa with 17 stars, followed by uncensored-ai (9) and VibeGraph (6).

Entry timeline

ENTRY TIMELINE

JAN 2025: 1JUN 2025: 1JUL 2025: 1JAN 2026: 2FEB 2026: 2MAR 2026: 4APR 2026: 3MAY 2026: 1JUN 2026: 1JUL 2026: 2AUG 2026: 4SEP 2026: 5OCT 2026: 2
JAN 2025OCT 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 6 ai-built · 2 hand-coded · 12 unlabelled

Operator · 12 hobby · 1 indie · 1 commercial · 6 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 20 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01simsa17★3 daysliveindieWeb application that turns plain-language product ideas into specifications, checks built software against them, and provides fix briefs for AI-generated code.
  2. 02uncensored-ai9★6 days—commercialPlatform offering uncensored AI code generation, web automation, scraping, and security research tools for developers.
  3. 03VibeGraph6★1 moliveai-builthobbyWeb application that parses uploaded codebases into interactive call graphs and generates AI explanations of functions and execution paths.
  4. 04codefixern2★19 dayslivehobbyWeb app that provides code diagnostics, live language detection, and in-browser execution with AI-assisted fixes.
  5. 05contextdiet1★16 dayslivehobbyWeb app that analyzes configuration files for AI coding agents, showing token usage by file and suggesting ways to trim the context window.
  6. 06AI-Code-Reviewer0★5 dayslivehobbyWeb app that uses AI to analyze code submissions, detect bugs, score readability and efficiency, and suggest improvements for developers.
  7. 07ai-code-review-assistant0★14 days—hobbyAI web app that analyzes uploaded code for security, performance, and quality issues and returns prioritized findings.
  8. 08Code-Analyzer0★22 dayslivehand-codedhobbyWeb app that analyzes source code with AI to identify errors, suggest improvements, and explain code.
  9. 09CodeAnalyzer0★25 days—hobbyAI-powered code review web app that analyzes C# and Python source code and returns structured findings with severity and suggestions.
  10. 10AI-Code-Review-Platform1★2 mo—hobbyWeb platform that uses AI to analyze uploaded code, detect bugs and security issues, and suggest quality improvements for developers.
  11. 11vibe-check1★3 moliveai-builthobbyWeb app that scans a submitted website URL and scores the likelihood the site was built using AI-assisted coding tools.
  12. 12promtai0★1 moliveWeb tool that scans source code and outputs production-grade prompts for AI generation workflows.
  13. 13AI_code-reviewer0★2 moliveai-builtWeb application performing static code analysis and AI-powered code review for multiple languages.
  14. 14devpulse-ai1★1 moliveWeb app that performs security audits, code refactoring, and logic explanations on submitted code using AI.
  15. 15Logrocket-AI-Comparison0★3 moliveWeb app that compares AI-powered debugging and analytics tools for developers.
  16. 16ai-coding-nav0★3 moliveWeb app that helps developers discover, compare, and evaluate AI coding tools with search, filtering, and side-by-side comparison.
  17. 17is-it-vibe-coded0★2 mo—ai-builtWeb app that analyzes websites to determine if they were built with AI tools based on code patterns.
  18. 18nova0★2 molivehand-codedhobbyAI web app that analyzes pasted code for quality, bugs, and best practices, providing color-coded feedback with PDF export and review history.
  19. 19autopsy2★5 mo—ai-builthobbyLocal web tool that analyzes code from a repository, snippet, or uploaded file to find bugs, score risk, and suggest fixes using local AI models.
  20. 20TrackerSense0★6 mostaleliveai-builthobbyWeb tool that analyzes code snippets or GitHub repositories to determine whether the code was written by AI or humans.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.