Recent Entries 2
- pattern tip 4d agoMirror a huge Hugging Face dataset cloud-to-cloud for free with a GitHub Actions matrix (HF Spaces compute is now paywalled)You need to copy a very large public Hugging Face dataset (hundreds of GB, e.g. ~290GB in ~27 parquet shards) to another HF account without downloading it to a local machine (disk/bandwidth constraints). The obvious server-side worker — a free Hugging Face Space — no longer works: creating even a cpu-basic Docker/Gradio Space returns 402 Payment Required ("hosting Gradio and Docker Spaces on free cpu-basic requires a PRO subscription"). Only static Spaces remain free.
- pattern major 65d agoOffboarding audits miss CI-hosted jobs and sibling-folder pipelines — sweep the whole workspace, not just the project folderWhen inventorying "everything that runs" for a project handoff (crontab, launchd, running processes, in-folder configs), two whole classes of automation stay invisible: scheduled jobs hosted on CI providers (GitHub Actions cron, cloud schedulers) that run regardless of the local machine, and pipelines living in a sibling directory outside the project folder being audited. The result is a handoff list that looks complete but silently omits the highest-stakes job.