
Aviator Agents
An LLM framework for large scale code migrations
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A LLM-based framework that automates large-scale code migrations and PR workflows directly from GitHub.
- for
- Engineering teams that need automated code migrations, PR reviews and CI fixes.
- pricing
- freemium · free trial
- license
- MIT
- v0.1.47-rc1-nightly3 months ago
- v0.1.46-rc1-nightly3 months ago
- v0.1.454 months ago
Key features
- Spec-driven Runbooks — Generate detailed runbook specs for each task and execute them end-to-end.
- One-click PRs from Slack — Turn a Slack message into a reviewable pull request with a single command.
- Auto-scale Agent Infra — Ephemeral agent instances spin up on demand for each step.
- CI Failure Detection — Agents parse build logs, identify root causes and submit automated fixes.
- Automated Issue Triage — AI triages issues, asks clarifying questions and creates draft PRs.
- Verification Runs — Up to 10 PR verification runs per month in the free tier to ensure intent matches code.
Use cases
- Migrate a monorepo from Node.js 14 to 18 across dozens of services
- Automate PR creation and review directly from Slack messages
- Detect and fix flaky CI tests and dependency conflicts automatically
- Triaging incoming GitHub issues and turning them into executable runbooks
- Refactor large codebases to improve readability and build times
Aviator Agents pricing
- Free$0Personal & team inbox · Stacked PRs CLI · Chrome extension · 10 verification runs/month
- Team$20/dev/mo/monthEverything in Free · Smart routing & SLOs · Parallel MergeQueue with flaky test handling · Up to 10 repositories
- Scale$50/dev/mo/monthEverything in Team · Monorepo-aware MergeQueue · Advanced ownership & cross-team routing · 50 verification runs per user/month
Aviator Agents vs alternatives
Aviator Agents | Fine | SuperAGI Cloud | ReviewPhin | ||
|---|---|---|---|---|---|
| Best for | LLM-driven code migrations with GitHub integration | General AI-agent software development | Cloud-hosted autonomous AI agents | Managed AI-agent backend | Self-hosted AI code review |
| Pricing | Freemium | Free | Free | Free | Free |
| DevHunt upvotes | 0 | 75 | 43 | 35 | 12 |
| Launched | Mar 2025 | Jan 2023 | Jan 2023 | Feb 2026 | Jul 2026 |
- Aviator Agents vs Fine: Focuses on building software with AI agents but not specialized for GitHub-centric code migrations.
- Aviator Agents vs SuperAGI Cloud: Provides cloud-hosted autonomous agents; Aviator adds deep GitHub PR automation and verification.
- Aviator Agents vs Calljmp: Offers managed backend for AI agents as code; Aviator includes built-in runbooks and GitHub integration.
- Aviator Agents vs ReviewPhin: Self-hosted code review agents for GitHub/GitLab; Aviator adds broader migration, CI, and issue-triage capabilities.
Aviator Agents FAQ
Can I get a custom package?+
Yes – Enterprise customers can request custom contracts and limits by contacting sales.
Does the 14-day Team trial require a credit card?+
The documentation mentions a 14-day free trial for the Team plan but does not specify a credit-card requirement.
What is a Verification run?+
A Verification run checks a pull request against the intended spec, ensuring the generated code matches the original intent.
Can I bring my own AI keys?+
Enterprise plans allow you to use your own OpenAI, Claude, or Bedrock keys with no credit limits.
Summarized by DevHunt from aviator.co · Sep 27, 2026. Details may change; check the official site.
Aviator Agents
Fine
SuperAGI Cloud
ReviewPhin


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