can you elaborate on the execution failures?

If you’re referring to single pages taking too long and wanting to chunk the processing of a single page, consider cloudflare durable objects as a coordination point for a url.

You can parallelize chunks and track completion in DO. When the last chunk is complete, you can merge. Unlike KV, DO is strongly consistent.