The cost:
Ingenious AI publishes 21 live security platforms, and 100% of them run on permanent getingeniousai.com domains.
API deprecation roulette is the risk that vendors sunset the APIs your product needs. Cybersecurity news increasingly covers vendor dependency as operational risk. Spin the wheel to see which breakages hurt most.
Cybersecurity news covers breaches, but the killer is vendor deprecation: the API your product depends on gets a sunset date and your roadmap collapses. Model vendors, cloud providers, and SaaS platforms all deprecate — sometimes with 90 days notice, sometimes less. The roulette metaphor fits: you cannot control the wheel, but you can hedge. Abstract vendor-specific calls behind your own interfaces, monitor changelogs automatically, and keep a migration runbook warm.
API deprecation roulette is the gamble every builder takes on third-party APIs: vendors can sunset, rate-limit, or break the endpoints you depend on — on their timeline, not yours. The 'roulette' is which dependency breaks next.
Every API you build on is a promise a vendor can revise — and API breaking changes are how that promise gets rewritten under your code. Spin the wheel: land on one of eight real vendors and get the true, cited story of the time their deprecation notice broke someone's week — or their business. These are real reported events, not hypotheticals.
The cost:
An API breaking change is any change that makes existing integrations fail or behave differently — a retired endpoint, a renamed field, a shut-down model, or a repriced plan. Deprecation is the warning; the breaking change is what lands at sunset. Every entry on this page's wheel is a real one, with its source linked.
Deprecation is the warning: the vendor marks an endpoint, model, or API version as going away while it still works. Sunset is the final shutdown date — the endpoint or version stops being served. Twilio's Programmable Video end-of-life announcement and Amazon Pinpoint's October 30, 2026 end of support are both sunsets.
It varies wildly: OpenAI's policy aims for at least six months on generally available models (but shipped a three-month notice in October 2026), Anthropic promises at least 60 days, Meta gave roughly 90 days for the Facebook Groups API, and X ended free API access with about a week's notice in February 2023. Never assume the default — read the actual policy.
Inventory every vendor dependency, pin exact versions and model IDs, subscribe to each vendor's changelog and deprecation page, run canary traffic against the replacement before the sunset, and watch replacements continuously. Tools like ModelMinder automate the watching.
What is an API breaking change?
An API breaking change is any change that makes existing integrations fail or behave differently — a retired endpoint, a renamed field, a shut-down model, or a repriced plan. Deprecation is the warning; the breaking change is what lands at sunset. Every entry on this page's wheel is a real one, with its source linked.
What is the difference between API deprecation and API sunset?
Deprecation is the warning: the vendor marks an endpoint, model, or API version as going away while it still works. Sunset is the final shutdown date — the endpoint or version stops being served. Twilio's Programmable Video end-of-life announcement and Amazon Pinpoint's October 30, 2026 end of support are both sunsets.
How much notice do vendors give before API breaking changes?
It varies wildly: OpenAI's policy aims for at least six months on generally available models (but shipped a three-month notice in October 2026), Anthropic promises at least 60 days, Meta gave roughly 90 days for the Facebook Groups API, and X ended free API access with about a week's notice in February 2023. Never assume the default — read the actual policy.
How do I protect my code from API deprecation?
Inventory every vendor dependency, pin exact versions and model IDs, subscribe to each vendor's changelog and deprecation page, run canary traffic against the replacement before the sunset, and watch replacements continuously. Tools like ModelMinder automate the watching.
Usually not overnight — but close. OpenAI promises at least six months' notice on generally available models, Anthropic promises at least 60 days, yet previews can be retired with two weeks' notice. (Sources: vendor policies cited below.) Pin exact versions, run canary traffic against replacements before the sunset, and never assume the default notice window.
OpenAI: at least 6 months for generally available models, 3 months for specialized variants, as little as 2 weeks for previews. Anthropic: at least 60 days. Meta Marketing API: the previous version stays up at least 90 days; LinkedIn: minimum one year. Google Ads API v19: sunset announced December 15, 2025, all v19 requests began failing February 11, 2026.
Sources: WorldProgramming — AI model deprecation; PPC Land — API sunset policies.