What are the best ways to avoid getting trapped by vendor lock in when we start using cloud hosting providers this year
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best ways to avoid getting trapped by vendor lock in when we start using cloud hosting providers this year
1 real search · 1 real-search pass
2026 cloud vendor lock-in portability Kubernetes OpenTofu egress data portability guidanceGoogle ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
2026 cloud vendor lock-in portability Kubernetes OpenTofu egress data portability guidance Google ↗
- Managing technical lock-in in the cloud · gov.uk
- Guide to managing lock-in, portability and exit planning · architecture.digital.gov.au