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* fix: address review feedback on async engine dev note - Fix wall-clock claim: 41% -> 22% to match benchmark table - Fix dual-model speedup rounding: 1.7x -> 1.6x (10.0/6.1 = 1.64) - Fix run_config API: use dd.set_run_config() instead of passing to create() * docs: add async engine dev note Add "Async All the Way Down" dev note covering the async task-queue scheduler built across PRs #356, #378, #404, #429, #456. Includes benchmark results, architecture diagrams, and DAG shape illustrations. * feat: add docs preview workflow for PRs Build MkDocs site on PRs that touch docs and deploy to Cloudflare Pages. Each PR gets a browseable preview URL posted as a comment. Notebook tutorials use placeholder stubs since they require API keys to execute. Requires CLOUDFLARE_API_TOKEN and CLOUDFLARE_ACCOUNT_ID repo secrets. * fix: update speedup chart alt text from 1.7x to 1.6x * docs: improve timeline figure context and labeling Add DAG subtitle to sync-vs-async timeline figure and bridge the surrounding text to explain which workload shape is being shown. * edits+additions to async-all-the-way-down dev notes * clarify two semaphore dance * remove dead link * replace hero image * docs: update scale figures with nginx-accurate data and adjust sizing Regenerate scale-model-timeline and scale-boxplot from nginx access logs (column_progress.csv, sync/summary.json) instead of buffered execution logs. Optimize both PNGs to palette mode. Adjust figure widths and update model timeline commentary. * add link from owning-the-model-stack to async-dev-node * docs: address review feedback on async blog post - Tighten intro to a concise abstract, move pipeline narrative into "The Bottleneck Was Structural" section - Remove multi-column generators / seed readers paragraph (TMI) - Clarify sync engine ran columns sequentially within each batch --------- Co-authored-by: Nabin Mulepati <nmulepati@nvidia.com> |
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