Stillsane: Detect silent quality drift in deployed LLM apps
stillsane 0.0.6 Know when your LLM app quietly stops working. pip install stillsane Copy PIP instructions Description Download files Release history stillsane A drift canary for deployed LLM apps and agents. Your LLM app does not crash when it gets worse. It returns 200, latency looks normal, the error rate is zero, and the output is quietly less correct than it was last month.
- ▪stillsane 0.0.6 Know when your LLM app quietly stops working. pip install stillsane Copy PIP instructions Description Download files Release history stillsane A drift canary for deployed LLM apps and agents.
- ▪Your LLM app does not crash when it gets worse.
- ▪It returns 200, latency looks normal, the error rate is zero, and the output is quietly less correct than it was last month.
Hacker News (AI / LLM) files mainly under ai. We currently carry 3,828 of its stories.
Story provenance
Source · retrieval · rights · ranking — open for full record
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Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | PyPI |
| Canonical URL | https://pypi.org/project/stillsane/ |
| Publication time | Thu, 06 Aug 2026 09:54:51 +0000 |
| Retrieval time | 2026-08-06T10:10:45.664Z |
| Last seen | 2026-08-06T10:10:45.664Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | Mq6vrhl_FBIm · 1 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
stillsane 0.0.6 Know when your LLM app quietly stops working. pip install stillsane Copy PIP instructions Description Download files Release history stillsane A drift canary for deployed LLM apps and agents. Your LLM app does not crash when it gets worse. It returns 200, latency looks normal, the error rate is zero, and the output is quietly less correct than it was last month. You find out when a user complains. stillsane runs a small set of prompts against your live endpoint on a schedule, compares each response to a stored baseline, and tells you when behaviour has moved outside the range that probe normally varies by. It observes from outside, over plain HTTP. There is nothing to instrument, no SDK to import, no account, and no hosted service. Status: early, v0.0.6.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at PyPI.
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