Fact sheet · DevOps & CI/CD
Driftline
Know before your AI model disappears
GitHub Action that finds OpenAI, Anthropic and Google model IDs in your code, warns before they are retired, and tests your prompts on the replacement model.
Overview

Driftline is a GitHub Action and CLI tool that scans code repositories for AI model IDs from OpenAI, Anthropic, and Google, comparing them against official retirement pages to warn developers before models are discontinued. It runs as a step in your GitHub workflow without sending code or API keys to external servers, keeping everything within your own infrastructure.
For Pro subscribers, Driftline offers drift tests that run actual prompts on both the current model and its replacement, providing similarity scores and flagging when outputs break (such as JSON parsing failures). The tool covers 252 model IDs including audio, image, video, and embedding models, with retirement dates checked by hand against official provider deprecation pages.
The free scan runs on any number of repositories with no account required. Pro adds drift testing capabilities at $19 per month or $190 per year, billed through Lemon Squeezy, and includes use on up to 3 GitHub accounts or organizations.
Feature facts
- Tracks 252 model IDs with official retirement dates
- Runs prompts on current and replacement models
- Reports directly on pull requests and GitHub issues
- Compares outputs between model versions with similarity scoring
- No data sent to external servers
- Supports JSON parsing failure detection
- Works with AI agents and coding assistants
Pricing
Pricing model: Freemium
Free: forever, any number of repositories. Pro: $19/month (billed monthly, cancel any time) or $190/year (2 months free).
Follow Driftline: their milestones, new launches and awards come to you by email, once a day by default.
Driftline specifications
| Section | DevOps & CI/CD |
|---|---|
| Origin | Indonesia |
| Website | aidriftline.com |
| Votes2 | 0 |
Driftline metrics
| Metric | Value |
|---|---|
| Domain Rating | 0 no change since last check |
| Trust Flow | 0 no change since last check |
| Citation Flow | 9 no change since last check |
| Referring domains | 1 no change since last check |
| External backlinks | 1 no change since last check |
Fact: Ahrefs Domain Rating checked 12 Nov 2026, fact changed 11 Nov 2026. Fact: Majestic checked 11 Nov 2026, fact changed 11 Nov 2026. Link facts from Majestic. Trust Flow, Citation Flow and Topical Trust Flow are trademarks of Majestic-12 Ltd.
Driftline domain fact sheet
Open the fact sheet
| Domain age | 1 month |
|---|---|
| Registered | |
| Expires | |
| Registrar | Porkbun LLC |
| DNSSEC | Not signed |
Driftline launch receipt sheet
What we have measured for Driftline since it went live on SaaS Directory Info on 11 November 2026.
- 0 Domain Rating (Ahrefs)
first measured 11 Nov 2026 - 0 Trust Flow (Majestic)
first measured 11 Nov 2026 - 1 Referring domains (Majestic)
first measured 11 Nov 2026
Day 0 since launch. Next receipt: day 30, 11 Dec 2026. The figures report a change; they do not say what caused it, and many things can. No figure here is a guess.
Got a launch coming up?
Step-by-step tips for before, during and after your launch, free to read on SaaS Directory Info.
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Frequently looked up
- Q1Does Driftline see my code or my API keys?
- No. Driftline runs as a step inside your own GitHub Actions job. Prompts go directly from your runner to OpenAI, Anthropic, or Google with your own keys. The only call Driftline makes for itself is a Pro license check with Lemon Squeezy, which sends only the license key.
- Q2Where do the retirement dates come from?
- From the providers' official deprecation pages, checked by hand and dated in the registry. Google publishes only earliest shutdown dates, so those models are reported as may stop working. Some Google IDs are routed to newer models instead of being switched off, which Driftline flags because the call keeps working while answers change. Anthropic's not sooner than dates are shown for information and never fail a build.
- Q3Which models does it cover?
- 252 OpenAI, Anthropic and Google model IDs, including audio, image, video and embedding models, plus Bedrock, Vertex and OpenRouter spellings and Claude short names. All are scanned and reported. Drift tests run on text models only. The full list is available at aidriftline.com/models.
- Q4What does a drift test cost me in API usage?
- Two calls per prompt per run: one to the current model, one to the replacement. If you run ten prompts on a weekly schedule that is 20 calls a week, billed by your provider on your own key. If the current model is already retired, only the replacement is called.
- Q5Can I use one Pro key in several places?
- Yes, in every repository of up to 3 GitHub accounts or organizations. You activate the key once per account and can move a slot by deactivating one account and activating another.
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Driftline has a free listing. The owner can unlock the full profile with a paid launch for $5:
- Founder story (locked)
- Milestones (locked)
- Demo video (locked)
- Dofollow website link (locked)
See also
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| United States | 45 | 0 votes. Log in to vote for meshIQ in the file | |
| not stated | 3 | 0 votes. Log in to vote for gitroots in the file | |
| Vietnam | 0 | 0 votes. Log in to vote for exprtLabs in the file |