Show HN: Autoresearch, but for Weight Space Programming
I built Vespasian to let everyone experiment with weight space editing. Pick task, provide data, add API key and it takes care of the rest. In addition to the Rust crate, it now runs interactively and without an install on HF Spaces. There’s never been a better time to try out weight space programming. Throw your tasks at it and see how far you can get without gradients.
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points · 1 votes
2026-11-13 01:17:02.887Z
cumulative since publication
Research analysis
What changed
Source account: I built Vespasian to let everyone experiment with weight space editing. Pick task, provide data, add API key and it takes care of the rest. In addition to the Rust crate, it now runs interactively and without an install on HF Spaces. There’s never been a better time to try out weight space programming. Throw your tasks at it and see how far you can get without gradients.
Version & cost evidence
Source votes: 1 votes (Nov 13, 2026 UTC; cumulative since publication) Recent records to compare: “[分享创造] 如果用命令行访问 V 站来摸鱼，隐蔽性会高一些吗？” (V2EX, Nov 13, 2026); “Show HN: Bugsy – AI automation which runs my company” (Show HN, Nov 12, 2026). Shared themes are navigation hints; they have not been verified as the same need or independent corroboration.
Who is affected
Identify the existing workflow this change affects before recommending an upgrade. Launch attention does not establish improvement; an API, pricing or availability change may instead create migration work.
Missing comparison points
Missing checks: old versus new behavior, affected plans and regions, availability date, compatibility, rollback path and cost under the same workload.
Migration check
Save the release or policy notice, run the same task on the old and new option, and compare outputs and the full bill. For retirement notices, verify the deadline before scheduling migration.