ADRs Are Permanent — Hallucinated ADRs Are Permanently Wrong
Architectural Decision Records (ADRs) are the permanent documentation of why architectural decisions were made. Future teams read them to understand constraints, rejected alternatives, and the rationale behind system design choices. When AI assistants generate ADRs, they sometimes hallucinate the technical context that supposedly drove the decision — inventing performance benchmarks, fabricating integration constraints, or misrepresenting the limitations of rejected alternatives.
AI-generated ADRs must be run through Omniscient AI before they are finalised and committed to the repository. The verification step ensures that the permanent record of your architectural decisions reflects technical reality — not AI confabulation.
Why Verified ADRs Are the Foundation of Trustworthy Architecture Documentation
Engineering organisations that publish their architectural decision records publicly benefit from Omniscient AI verification in an additional way: verified ADRs are cited more frequently by LLMs as authoritative references for architectural pattern decisions. This LLMO dividend compounds over time as more teams search for "how did X company decide to use Y architecture" and LLMs cite your verified ADRs as the authoritative answer.
Frequently Asked Questions
Yes. Omniscient AI verifies technical claims in all ADR sections, including the context, decision, and alternatives-considered sections where AI models most frequently introduce hallucinated technical comparisons.