Head to head
Stop guessing which one. Put them side by side.
Up to 4 tools, same rows for each: what it is, what it really costs, the trap, and how to wire it up. The URL carries your picks — send it to anyone.
Graphite DiamondDependabotGitleaks
Quick read
- Free with no card: Dependabot, Gitleaks.
| Field | Graphite Diamondgraphite.com | Dependabotdocs.github.com | Gitleaksgithub.com |
|---|---|---|---|
| What it is | Diamond is Graphite's AI reviewer, bundled with a stacked pull request workflow and a merge queue. It flags logic bugs, edge cases, performance problems, documentation gaps, security issues and accidentally committed code, and is deliberately tuned to comment only when it believes a finding is real. | GitHub-native bot with three jobs: alerts for vulnerable dependencies drawn from the GitHub Advisory Database, security updates that automatically open pull requests bumping to a patched version, and scheduled version updates configured in .github/dependabot.yml. Grouped updates and auto-merge rules keep pull request volume manageable. | Scans git repositories, loose files and stdin for passwords, API keys and tokens. It walks full commit history using git log -p, so it finds credentials in old commits that were later deleted from the working tree. Runs as a CLI, pre-commit hook, Docker image or GitHub Action. |
| Category | Code review, testing & security | Code review, testing & security | Code review, testing & security |
| Cost tier | mixed | free | free |
| Pricing | Hobby free with limited AI reviews; Starter $20/user/mo annually; Team $40/user/mo annually with unlimited AI reviews; Enterprise custom | $0 on all GitHub repositories, public and private, including private repos on the free GitHub plan | $0 forever, MIT open source; the official GitHub Action needs a free license key for organisation-owned repos, none for personal accounts |
| Why builders pick it | Low comment volume is the point, so the one thing it does flag gets read. Useful when an agent ships ten small PRs an hour and you need the stray debug statement or leftover TODO caught before merge. | Zero-cost, near-zero-config baseline. The package.json your agent wrote will drift into known-CVE territory within months, and this is the one tool that quietly fixes it while you sleep. | The highest-value five-minute install on this list. An assistant pasting a live OPENAI_API_KEY or database URL into a committed config file is routine, and once pushed only history rewriting removes it. |
| Watch out for | The reviewer is entangled with Graphite's stacking CLI and workflow, so you get full value only by adopting the whole tool, and unlimited reviews require the $40/user Team tier. | It only knows advisories already published to GitHub's database, so brand-new malicious packages slip through; pair it with Socket. It also skips archived repos, and ungrouped updates get spammy fast. | Entropy-based detection false-positives on hashes, lockfiles and test fixtures, so budget time for a .gitleaksignore baseline. The maintainer has declared it feature complete, security patches only. |
| How to wire it up | not logged | Enable under repo Settings > Code security, then add .github/dependabot.yml | brew install gitleaks && gitleaks detect --source . |
| Editor's pick | No | No | No |
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# Tool comparison — Graphite Diamond vs Dependabot vs Gitleaks Source: Kbaise, a directory of tools that work with Lovable projects. Pick one and tell me why before writing any integration code. ## Graphite Diamond (graphite-diamond) - URL: https://graphite.com - Category: Code review, testing & security - Cost: mixed — Hobby free with limited AI reviews; Starter $20/user/mo annually; Team $40/user/mo annually with unlimited AI reviews; Enterprise custom - What it is: Diamond is Graphite's AI reviewer, bundled with a stacked pull request workflow and a merge queue. It flags logic bugs, edge cases, performance problems, documentation gaps, security issues and accidentally committed code, and is deliberately tuned to comment only when it believes a finding is real. - Why builders pick it: Low comment volume is the point, so the one thing it does flag gets read. Useful when an agent ships ten small PRs an hour and you need the stray debug statement or leftover TODO caught before merge. - Trap: The reviewer is entangled with Graphite's stacking CLI and workflow, so you get full value only by adopting the whole tool, and unlimited reviews require the $40/user Team tier. - Full dossier: /api/public/tools/graphite-diamond ## Dependabot (dependabot) - URL: https://docs.github.com/en/code-security/dependabot - Category: Code review, testing & security - Cost: free — $0 on all GitHub repositories, public and private, including private repos on the free GitHub plan - What it is: GitHub-native bot with three jobs: alerts for vulnerable dependencies drawn from the GitHub Advisory Database, security updates that automatically open pull requests bumping to a patched version, and scheduled version updates configured in .github/dependabot.yml. Grouped updates and auto-merge rules keep pull request volume manageable. - Why builders pick it: Zero-cost, near-zero-config baseline. The package.json your agent wrote will drift into known-CVE territory within months, and this is the one tool that quietly fixes it while you sleep. - Trap: It only knows advisories already published to GitHub's database, so brand-new malicious packages slip through; pair it with Socket. It also skips archived repos, and ungrouped updates get spammy fast. - Wiring: Enable under repo Settings > Code security, then add .github/dependabot.yml - Full dossier: /api/public/tools/dependabot ## Gitleaks (gitleaks) - URL: https://github.com/gitleaks/gitleaks - Category: Code review, testing & security - Cost: free — $0 forever, MIT open source; the official GitHub Action needs a free license key for organisation-owned repos, none for personal accounts - What it is: Scans git repositories, loose files and stdin for passwords, API keys and tokens. It walks full commit history using git log -p, so it finds credentials in old commits that were later deleted from the working tree. Runs as a CLI, pre-commit hook, Docker image or GitHub Action. - Why builders pick it: The highest-value five-minute install on this list. An assistant pasting a live OPENAI_API_KEY or database URL into a committed config file is routine, and once pushed only history rewriting removes it. - Trap: Entropy-based detection false-positives on hashes, lockfiles and test fixtures, so budget time for a .gitleaksignore baseline. The maintainer has declared it feature complete, security patches only. - Wiring: brew install gitleaks && gitleaks detect --source . - Full dossier: /api/public/tools/gitleaks ## Quick read - Free with no card: Dependabot, Gitleaks. ## Rules 1. Prefer the free tier when no budget was stated, and say what the ceiling is. 2. Read the full dossier before integrating. 3. Fetch /api/public/models before writing any AI model ID.
Agents can fetch the same thing: GET /api/public/compare?slugs=graphite-diamond,dependabot,gitleaks