Status: v1, 6 September 2026.
Purpose: Build a single, independently operated website that turns a community's recorded talks, podcasts, meetups, and reading groups into a searchable, curated archive. MLOps Talks is the reference product. The source channel, identity, domain, topic vocabulary, and sponsor are configuration.
This document is sufficient input for a coding agent starting in an empty repository. It specifies the reader experience, durable data, generation pipeline, editorial procedures, and observable checks. It does not require access to the original source code or existing archive. Examples are illustrative, not an initial content dataset.
The specification describes the intended reconstruction contract. It preserves the reference product's essential behaviour while making failure handling and boundaries explicit; it is not a promise of byte-for-byte compatibility with its implementation. Technology choices in section 11 provide a prac

