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Toolbit.ai

Fume

Automate code testing and reviews to accelerate software development

Monthly Visits: 3.9K
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Fume

What is Fume?

Fume acts as an AI-powered engineering teammate that automatically tests every code change and scales code reviews. It handles tedious quality assurance work like catching edge cases and suggesting tested fixes. Integrates directly with development workflows to help teams ship faster with fewer bottlenecks.

Key Features of Fume

  1. 1

    Automated Edge Case Testing

    Tests every PR for unexpected failures and edge scenarios

  2. 2

    AI Code Reviews

    Provides actionable improvement suggestions with one-click fixes

  3. 3

    Dynamic Validation

    Runs actual browser/CLI tests with screen recordings as proof

  4. 4

    Tribal Knowledge Capture

    Learn team standards through playbooks or web recordings

  5. 5

    Multi-Platform Access

    Interact via GitHub, Slack, or web interface

Fume AI Tool Use Cases

  • ๐Ÿค–
    Automate code reviews
  • ๐Ÿ”
    Catch edge cases pre-merge
  • ๐Ÿ“
    Suggest tested multi-file fixes
  • ๐ŸŽฅ
    Validate changes with screen recordings
  • โš™๏ธ
    Maintain code quality at scale

FAQs from Fume

How long does setup take?

Setup usually takes around 15 minutes with no credit card required

What testing methods does Fume support?

Supports browser testing, unit testing, and custom test scripts

Pros & Cons of Fume

Pros (4)

  • Eliminates code review bottlenecks as teams grow
  • Provides immediately actionable fixes with context
  • Verifies changes through actual execution testing
  • Adapts to team-specific workflows and knowledge

Cons (3)

  • Currently focused on testing (other features coming soon)
  • Team-based pricing may be costly for very small teams
  • Requires initial setup to integrate with codebase

Fume's Pricing Plans

Team Plan

monthly
$30

Features

  • Per engineer pricing
  • Playbooks & web recordings
  • Up to 10 parallel sessions
  • Browser & unit testing
For the latest pricing info, pleaseย visit the official website

More Info About Fume

Who is using fume?

This tool is best for:

  1. Engineering team leads
  2. DevOps engineers
  3. CTOs at scaling startups
  4. Software development managers

Fume's Tags

Explore more niche AI tool websites by clicking on a tag* (works only if it has enough tools).

#DevOpsTools #CodeReview#EngineeringVelocity

Integrate Fume With These Apps

Fume can be integrated with these apps and services:

  • GitHub
  • Slack

Website Analytics of Fume

Fume Website Traffic & SEO Analysis:

Recent data shows that Fume has 3.9K monthly visits (-32.3% decrease from the previous month), 47.0% bounce rate, and average 1.37 pages per visit.
Traffic is primarily driven by 6 different sources, with users from 2 countries worldwide, led by United States contributing 60% of total traffic. SEO performance is shown by 5 tracked keywords, with "fume ai" being the top-performing keyword with 160 monthly searches. See below for more info.

Monthly Visits

3.9K

(-32.3%)

Pages per Visit

1.37

Bounce Rate

47.0%

Average Time on Site

17s

Traffic Trend(Apr 2025 - Sep 2025)

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Top Keywords

SEO KeywordVolumeCPC
fume ai
160-
fume developer
30-
fume
14.6K$1.25
news.ycombinator
8.0K-
fumes
7.0K-

Traffic Sources Distribution

Traffic Share by Source

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Source Breakdown Details

SourceTraffic Share
Direct
52%
Search
25%
Social
12%
Referrals
9%
Paid Referrals
2%

Global Traffic Distribution

Traffic Share by Country

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Geographic Breakdown Details of top 2 countries

Country NameTraffic Share
United States60%
India40%
Analytics data is estimated (from third-party analytics providers) and for reference only.

๐Ÿš€ Fume Launch Badge

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How to use: Simply copy and paste the embed code into your homepage or footer HTML to display it instantly and build community support.

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