LAUNCH·INDEX
LNCH1,007+7.6%
Gemini 4 Argon plays St…HN228▲+42Jockey by TwelveLabsPH412▲+36WonderhopHN100▲+41Harness by AutonomousPH326▲+26FakeipediaHN29▲+27Tesla RoadsterPH244▲+25SignWithPH213▲+19Stoke MoneyHN29▲+8DottrPH120▲+9FlipflopHN140▲+5Muse Spark OpenPH84▲+7Camera Controls and Mot…HN9▲+5PomeradoPH171▲+6Fly a Tesla Roadster ov…HN8▲+4Memory ChessPH120▲+5rStationHN53▲+3Nemotron 3.5 Super VLPH77▲+5Things to Do APIHN6▲+2Tetriz HarnessPH67▲+5Netsat, a shared intern…HN3▲+2Hintly for Google Meet™PH132▲+3Guitoro, a virtual guit…HN570▲+1iKnowMyMacPH62▲+3UnfencedHN311▲+1

Experimental: traction = early-adopter votes (PH) / points (HN), not downloads or usage; updated about once a day and frozen ~31–36h after launch on Product Hunt (7 days on Show HN); sectors come from keyword rules (~70–75% accurate); data starts Oct 3 (HN) / Oct 9 (PH). “—” means not enough data; nothing is estimated. How it works

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LLM Fuzz CI

AITLAI Tools & LLM Apps·HNShow HN
Visit product ↗
50 (0.0%)

points · traction gained Oct 13, 17:00 UTC → Oct 14, 14:36 UTC

Traction frozen — tracking ended at 146h after listing. Show HN votes are re-read for ~168h.

0

comments

9d

listed Oct 8, 12:09 UTC

Traction (points) over time

035Oct 9Oct 11Oct 13Oct 15Oct 17ListedTracking endedNo readings after tracking ended; traction stays at the last recorded valueOct 10, 11:16 UTC · 5 points · 0 comments · 47h after listingOct 10, 16:19 UTC · 5 points · 0 comments · 52h after listingOct 11, 15:36 UTC · 5 points · 0 comments · 75h after listingOct 12, 18:53 UTC · 5 points · 0 comments · 103h after listingOct 13, 17:00 UTC · 5 points · 0 comments · 125h after listingOct 14, 14:36 UTC · 5 points · 0 comments · 146h after listing
6 readings (one per daily ingest run). Dots are recorded values; lines just connect them — nothing in between is measured.

Key statistics

Traction
5points
Comments
0
Rank in AITL this week
—not listed in the last 7 days
Rank overall this week
—
Sector hit rate
10.0%6/60 · 7D
Traction line
Below10+ points
First reading
5Oct 10, 11:16 UTC
Last reading
5Oct 14, 14:36 UTC
Readings
6over 146h

Launch-day race · #28 of 147 Show HN launches on 2026-10-08

  1. #26Viberuler5 points
  2. #27BerryDB5 points
  3. #28LLM Fuzz CI5 points
  4. #29Tide, simple self-hosted video meetings. URL is a demo anon deployment5 points
  5. #30jev-bisect4 points
All launches on 2026-10-08 →

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LLM Fuzz CI on Launch Index
<a href="https://launchindex.ai/product/253" target="_blank"><img src="https://launchindex.ai/badge/253" alt="LLM Fuzz CI on Launch Index" height="54" /></a>

Discussion HNHacker News·0 comments

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How comments are shown
  • Same layout for Show HN and Product Hunt, converted to plain text (formatting removed, links kept).
  • Times are in your local time; hover a time for the exact date.
  • Top-level comments first, oldest first, each followed by its direct replies (indented one level).
  • Product Hunt comments by the product's makers are labelled “Maker”.
  • Fetched live from the original site (cached ~15 min), never stored here. Long comments are excerpts — the full text and thread are on the original site.

Others in this sector · top Show HN launches in AI Tools & LLM Apps by traction, last 7 days

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Data as of Oct 17, 2026, 12:21 PM UTC. Sector comes from keyword rules on the title and tagline and can be wrong. How it works