Observed arrival · 2026-10-13
Driftline: model-retirement checks for GitHub Actions
Driftline scans code and configuration for AI model IDs, warns about retirements, and can compare saved prompts against replacement models in CI.
○Open
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$Paid
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✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
- For
- Teams maintaining apps that call AI models
- Worth noticing
- The example labels similarity scores of 0.60–0.90 as changed and flags scores below 0.60 or invalid JSON as broken.
Field notes
The installation example adds the Action to a GitHub workflow and shows options for failing builds on retired or soon-to-retire models. The page says findings can appear as file-and-line annotations, a job summary, and an updating issue. Its drift-test example distinguishes changed output from broken output, including a specific check for responses that no longer parse as JSON.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
○OpenPublic substance visible
$PaidCommerce or pricing visible
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use
One card from the complete issue