What Detail finds
- Bugs: logic errors and other garden variety software defects.
- Security vulnerabilities: anything a hacker could exploit to gain unauthorized access, e.g. IDORs, SQL injections, incorrect key validation, gaps in your OAuth implementation.
- Dead code: functions, classes, endpoints, and UI components that are no longer used and can be safely deleted.
- Documentation drift: READMEs, agent skills, and other internal documentation that have fallen out of sync with the code they describe, silently misleading the agents that rely on them to write your code.
- Rule violations: a rules engine lets Detail learn patterns specific to your codebase, so recurring categories of bugs can be prevented automatically.
How it works
Connecting your codebase to Detail takes about five minutes. Scans run automatically from that point forward:- Connect GitHub. Sign in at app.detail.dev with GitHub OAuth and install the Detail GitHub App on the repositories you want to monitor.
- Detail scans your code. Under the hood Detail is setting up your development environment, running code to confirm that bugs are reproducible, and selecting the most severe bugs. This process takes a few hours.
- Triage your findings. Bugs appear in your dashboard and can also be sent to Slack, Linear, Jira, GitHub, or Asana. You can also consume bugs via the Detail CLI, which is particularly handy for fixing bugs in bulk via your agent or factory of choice. Dead code deletion and documentation fixes are sent directly as pull requests and automatically assigned.
- Repeat. As your team ships code, Detail re-scans and surfaces new findings. Detail tracks which bugs you fix and uses this to improve targeting going forward, so you receive a high signal-to-noise stream of bugs.
Where to go next
Quickstart
Connect your first repository start scanning in under five minutes.
Bug Finder
Learn how Detail’s AI scanner identifies bugs and security vulnerabilities in your code.
CLI Overview
Install the Detail CLI to consume findings and manage rules from the command line.
API Overview
Integrate Detail findings into your own tools using the public REST API.
What Detail finds
- Bugs: logic errors and other garden variety software defects.
- Security vulnerabilities: anything a hacker could exploit to gain unauthorized access, e.g. IDORs, SQL injections, incorrect key validation, gaps in your OAuth implementation.
- Dead code: functions, classes, endpoints, and UI components that are no longer used and can be safely deleted.
- Documentation drift: READMEs, agent skills, and other internal documentation that have fallen out of sync with the code they describe, silently misleading the agents that rely on them to write your code.
- Rule violations: a rules engine lets Detail learn patterns specific to your codebase, so recurring categories of bugs can be prevented automatically.
How it works
Connecting your codebase to Detail takes about five minutes. Scans run automatically from that point forward:- Connect GitHub. Sign in at app.detail.dev with GitHub OAuth and install the Detail GitHub App on the repositories you want to monitor.
- Detail scans your code. Under the hood Detail is setting up your development environment, running code to confirm that bugs are reproducible, and selecting the most severe bugs. This process takes a few hours.
- Triage your findings. Bugs appear in your dashboard and can also be sent to Slack, Linear, Jira, GitHub, or Asana. You can also consume bugs via the Detail CLI, which is particularly handy for fixing bugs in bulk via your agent or factory of choice. Dead code deletion and documentation fixes are sent directly as pull requests and automatically assigned.
- Repeat. As your team ships code, Detail re-scans and surfaces new findings. Detail tracks which bugs you fix and uses this to improve targeting going forward, so you receive a high signal-to-noise stream of bugs.
Where to go next
Quickstart
Connect your first repository start scanning in under five minutes.
Bug Finder
Learn how Detail identifies bugs and security vulnerabilities in your code.
CLI Overview
Install the Detail CLI to consume findings and manage rules from the command line.

