Show HN / 2026-11-14

Show HN: Loft – offline Q&A over your local files, with citations (llama.cpp)

Submitted by nwaoga. Show HN recorded 1 points and 0 comments as of Nov 15, 2026 (UTC).

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Source reference for Show HN: Loft – offline Q&A over your local files, with citations (llama.cpp). Screenshot not yet available. — Source record · preview pending · news.ycombinator.comOpen the source for the full page.

Source record

Source: Show HN
Published: 2026-11-14 19:42:17 UTC
First discovered: 2026-11-14 21:57:50.543Z
Last collected: 2026-11-15 04:11:00.027Z
Author: nwaoga
Topic: Other
Classification: Open-source projects & tools
Evidence level: E1 · source record; conclusions unverified

Recorded metrics

points · 1 votes
2026-11-15 04:11:00.027Z
cumulative since publication

Research analysis

Rule-based research guidance derived from the source record. Audience and commercial demand require validation.

Project record

Repository: nwaoga/loft. The record contains the title “Show HN: Loft – offline Q&A over your local files, with citations (llama.cpp)” but no substantive source summary.

Observed adoption & comparisons

Source votes: 1 votes (Nov 15, 2026 UTC; cumulative since publication); previous same-scope observation: 1 (Nov 14, 2026 UTC). These observations do not establish demand growth.

Adoption decision

Evaluate it against the tool or manual workflow it would replace. The stored record supports discovery; it does not yet establish reliability, lower operating cost or commercial adoption.

Unverified requirements

Not verified: license permissions, required hardware, installation steps, maintenance status and a representative task with its failure cases.

Next test

Choose one real task and a current alternative. Record the commit, environment, input, output, elapsed time and failure behavior; retain the result before recommending adoption.