Method and coverage
Which companies Releases reads, how their official release sources are found, and what is still missing. The scope and the sources grow on every run.
Coverage
55.8%
of the 292 companies in scope with a website are read from an official source so far (163). 140 more have no website on record yet.
- Tracked 144read from an official source, releases in the last year
- Tracked, quiet 19an official source is read, nothing released in the last year
- Page, no feed 39a changelog page with no RSS or Atom feed: it needs the page reader
- Nothing found 90no changelog, feed or active GitHub releases found on its own site
- Not probed yet 0enrolled, probed within the next few nights
- No domain 140the registry has no website for it yet, so there is nothing to probe
242
Sources read
114
GitHub repos
41
Found by probing
+242
Sources, last 30 days
The companies a reader expects
102 of 130 read| Company | Coverage | Sources | Latest |
|---|---|---|---|
| Tracked | 1 | 9 months ago | |
| Tracked | 1 | 4 days ago | |
| Alationno changelog or GitHub organization found | Nothing found | 0 | none |
| Tracked | 22 | 2 days ago | |
| Tracked | 1 | 3 days ago | |
| Tracked | 11 | 4 days ago | |
| Atlanatlan.com/changelog/ | Page, no feed | 0 | none |
 AWS | Tracked | 2 | 2 days ago |
| Tracked | 1 | 4 days ago | |
| Tracked | 1 | 2 weeks ago | |
| Tracked | 1 | 4 days ago | |
| Censussite did not answer | Nothing found | 0 | none |
| Tracked | 1 | 4 days ago | |
| Character.AIsite did not answer | Nothing found | 0 | none |
| Tracked | 1 | 4 months ago | |
| Tracked | 2 | 4 days ago | |
| Tracked | 1 | yesterday | |
| Tracked | 1 | 2 days ago | |
| Tracked | 2 | 4 weeks ago | |
| Tracked | 1 | 2 days ago | |
| Tracked | 1 | 3 days ago | |
| Tracked | 1 | 2 weeks ago | |
| Collibrano changelog or GitHub organization found | Nothing found | 0 | none |
| Tracked | 2 | 3 days ago | |
| Tracked, quiet | 1 | none | |
| Tracked | 2 | 2 weeks ago | |
| Tracked | 11 | 10 days ago | |
| Tracked | 1 | 3 days ago | |
| Tracked, quiet | 1 | none | |
| Tracked | 13 | yesterday | |
| Tracked | 1 | 4 days ago | |
| Tracked | 11 | 3 days ago | |
| DeepSeekgithub.com/deepseek-ai: no repo with regular stable releases | Nothing found | 0 | none |
| Tracked | 1 | 2 weeks ago | |
| Tracked | 1 | 6 weeks ago | |
| Tracked | 3 | 2 weeks ago | |
| Dremiogithub.com/dremio-community: no repo with regular stable releases | Nothing found | 0 | none |
| Tracked | 11 | 2 months ago | |
| Tracked | 11 | 3 days ago | |
| Tracked | 12 | 10 days ago | |
| Tracked | 1 | 3 days ago | |
| Tracked | 1 | 6 weeks ago | |
| Tracked | 1 | 3 days ago | |
| Tracked | 1 | 12 days ago | |
| Tracked | 1 | 2 days ago | |
| Tracked | 1 | 8 days ago | |
| Tracked | 1 | 3 weeks ago | |
| Tracked, quiet | 1 | none | |
| Tracked | 12 | yesterday | |
| Tracked | 1 | 9 days ago | |
| Tracked | 131 | 2 days ago | |
| Tracked | 2 | 4 days ago | |
| Groqgithub.com/groq: no repo with regular stable releases | Nothing found | 0 | none |
| Tracked | 4 | 3 weeks ago | |
| Heliconewww.helicone.ai/changelog | Page, no feed | 0 | none |
| Tracked | 1 | 3 days ago | |
| Tracked | 1 | 8 days ago | |
| Tracked | 13 | 2 days ago | |
| Humanloophumanloop.com/docs/changelog/2025/08 | Page, no feed | 0 | none |
| Tracked, quiet | 1 | none | |
| Jina AIdocs.jina.ai/changelog | Page, no feed | 0 | none |
| Tracked | 1 | 9 days ago | |
| Tracked | 3 | 5 days ago | |
| Tracked | 1 | 2 days ago | |
| Tracked | 1 | 2 days ago | |
| LiteLLMdocs.litellm.ai/release_notes | Page, no feed | 0 | none |
| Tracked | 1 | 5 days ago | |
| Tracked | 1 | 3 days ago | |
| Matillionno changelog or GitHub organization found | Nothing found | 0 | none |
| Tracked | 3 | 2 weeks ago | |
| Tracked, quiet | 1 | none | |
| Tracked | 32 | 3 days ago | |
| Tracked | 2 | 10 days ago | |
| Tracked | 1 | 4 weeks ago | |
| Tracked | 1 | 2 weeks ago | |
| Tracked | 1 | 8 days ago | |
| Tracked | 1 | 5 days ago | |
| Tracked | 1 | 4 days ago | |
| Tracked | 1 | 8 days ago | |
| Tracked | 1 | 2 days ago | |
| Tracked | 3 | 3 days ago | |
| Tracked | 1 | 2 days ago | |
| Tracked | 22 | 4 days ago | |
| Tracked, quiet | 1 | none | |
| Tracked | 1 | 2 days ago | |
| Tracked | 1 | 11 days ago | |
| Tracked | 1 | 8 days ago | |
| Portkeynew.portkey.ai/announcements | Page, no feed | 0 | none |
| Tracked | 11 | yesterday | |
| Tracked | 11 | 12 days ago | |
| Tracked, quiet | 11 | none | |
| Tracked | 1 | 8 days ago | |
| Tracked | 1 | 3 weeks ago | |
| Tracked | 1 | 9 days ago | |
| Tracked | 2 | 7 weeks ago | |
| Tracked | 1 | 10 days ago | |
| Tracked | 11 | 4 days ago | |
| Tracked, quiet | 1 | none | |
| RudderStackno changelog or GitHub organization found | Nothing found | 0 | none |
| Runpoddocs.runpod.io/release-notes | Page, no feed | 0 | none |
| SambaNovano changelog or GitHub organization found | Nothing found | 0 | none |
| Scale AIno changelog or GitHub organization found | Nothing found | 0 | none |
| Segmentsite did not answer | Nothing found | 0 | none |
| Tracked | 11 | 2 days ago | |
| Tracked | 1 | 8 days ago | |
| Snorkel AIno changelog or GitHub organization found | Nothing found | 0 | none |
| Tracked | 1 | 2 days ago | |
| Tracked | 1 | 5 days ago | |
| StackBlitz (Bolt)stackblitz.com/sign_in?redirect_to=%2Fwhats-new | Page, no feed | 0 | none |
| Tracked | 1 | 5 weeks ago | |
| Tracked | 22 | 8 days ago | |
| Tableausite did not answer | Nothing found | 0 | none |
| Tabninesite did not answer | Nothing found | 0 | none |
| Tavilydocs.tavily.com/changelog | Page, no feed | 0 | none |
| Tectonsite did not answer | Nothing found | 0 | none |
| ThoughtSpotno changelog or GitHub organization found | Nothing found | 0 | none |
| Tracked | 1 | 3 days ago | |
| turbopufferturbopuffer.com/docs/roadmap | Page, no feed | 0 | none |
| Tracked, quiet | 1 | none | |
| Tracked | 1 | 4 days ago | |
| Tracked | 12 | 2 days ago | |
| Tracked | 1 | 4 days ago | |
| Tracked, quiet | 1 | none | |
| Warpdocs.warp.dev/changelog | Page, no feed | 0 | none |
| Tracked, quiet | 1 | none | |
| Tracked | 1 | 6 months ago | |
| Tracked | 1 | 2 days ago | |
| Tracked | 1 | 9 months ago | |
| Tracked | 11 | 3 days ago | |
| Tracked, quiet | 1 | none |
Named gaps
Everything in scope that is not read yet, by reason. A changelog page with no feed needs the page reader; a company with nothing found is probed again every 60 days.
Changelog page, no feed 28
Nothing official found 73
| Company | Coverage | Sources | Latest |
|---|---|---|---|
| Aleph Alphagithub.com/aleph-alpha: no repo with regular stable releases | Nothing found | 0 | none |
| Arcee AIgithub.com/arcee-ai: no repo with regular stable releases | Nothing found | 0 | none |
| Atirano changelog or GitHub organization found | Nothing found | 0 | none |
| Bazno changelog or GitHub organization found | Nothing found | 0 | none |
| BigBear.aino changelog or GitHub organization found | Nothing found | 0 | none |
| Blacksmithno changelog or GitHub organization found | Nothing found | 0 | none |
| BlueTalonsite did not answer | Nothing found | 0 | none |
| Brand Engagement Networkno changelog or GitHub organization found | Nothing found | 0 | none |
| Brazeno changelog or GitHub organization found | Nothing found | 0 | none |
| BusinessObjectssite did not answer | Nothing found | 0 | none |
| C3.aino changelog or GitHub organization found | Nothing found | 0 | none |
| Capacityno changelog or GitHub organization found | Nothing found | 0 | none |
| Clouderano changelog or GitHub organization found | Nothing found | 0 | none |
| Cornelis Networksno changelog or GitHub organization found | Nothing found | 0 | none |
| DataAgentno changelog or GitHub organization found | Nothing found | 0 | none |
| DataBahnno changelog or GitHub organization found | Nothing found | 0 | none |
| DataCampsite did not answer | Nothing found | 0 | none |
| DataStaxgithub.com/datastax: no repo with regular stable releases | Nothing found | 0 | none |
| DeepLearning.AIno changelog or GitHub organization found | Nothing found | 0 | none |
| Dilino changelog or GitHub organization found | Nothing found | 0 | none |
| Domono changelog or GitHub organization found | Nothing found | 0 | none |
| Eliyanno changelog or GitHub organization found | Nothing found | 0 | none |
| Embeddgithub.com/embedd-it: no repo with regular stable releases | Nothing found | 0 | none |
| Emerald AIno changelog or GitHub organization found | Nothing found | 0 | none |
| Emergentno changelog or GitHub organization found | Nothing found | 0 | none |
| Encore AIno changelog or GitHub organization found | Nothing found | 0 | none |
| EUCLYDno changelog or GitHub organization found | Nothing found | 0 | none |
| Eunono changelog or GitHub organization found | Nothing found | 0 | none |
| Face.comsite did not answer | Nothing found | 0 | none |
| geoSurgegithub.com/geosurge-ai: no repo with regular stable releases | Nothing found | 0 | none |
| Hang Ten Systemsno changelog or GitHub organization found | Nothing found | 0 | none |
| Inflection AIno changelog or GitHub organization found | Nothing found | 0 | none |
| Informaticano changelog or GitHub organization found | Nothing found | 0 | none |
| Instinctsite did not answer | Nothing found | 0 | none |
| JFroggithub.com/jfrog: no repo with regular stable releases | Nothing found | 0 | none |
| kausableno changelog or GitHub organization found | Nothing found | 0 | none |
| Lambdano changelog or GitHub organization found | Nothing found | 0 | none |
| Lookersite did not answer | Nothing found | 0 | none |
| Lyzrgithub.com/lyzrcore: no repo with regular stable releases | Nothing found | 0 | none |
| Maluubasite did not answer | Nothing found | 0 | none |
| Meticulousgithub.com/alwaysmeticulous: no repo with regular stable releases | Nothing found | 0 | none |
| Mirendilno changelog or GitHub organization found | Nothing found | 0 | none |
| Moonshot AIgithub.com/moonshotai: no repo with regular stable releases | Nothing found | 0 | none |
| MoveWorksno changelog or GitHub organization found | Nothing found | 0 | none |
| Naïvegithub.com/usenaive: no repo with regular stable releases | Nothing found | 0 | none |
| Nutanixno changelog or GitHub organization found | Nothing found | 0 | none |
| OLIXno changelog or GitHub organization found | Nothing found | 0 | none |
| Omiliano changelog or GitHub organization found | Nothing found | 0 | none |
| Orchestragithub.com/orchestra-hq: no repo with regular stable releases | Nothing found | 0 | none |
| Patronus AIno changelog or GitHub organization found | Nothing found | 0 | none |
| Positrongithub.com/positron-ai: no repo with regular stable releases | Nothing found | 0 | none |
| Profoundno changelog or GitHub organization found | Nothing found | 0 | none |
| Qlikno changelog or GitHub organization found | Nothing found | 0 | none |
| Nothing found | 0 | none | |
| Revolution Analyticssite did not answer | Nothing found | 0 | none |
| Rilletno changelog or GitHub organization found | Nothing found | 0 | none |
| Ringgno changelog or GitHub organization found | Nothing found | 0 | none |
| Runableno changelog or GitHub organization found | Nothing found | 0 | none |
| Sail Researchgithub.com/sailresearchco: no repo with regular stable releases | Nothing found | 0 | none |
| SASsite did not answer | Nothing found | 0 | none |
| Sazabino changelog or GitHub organization found | Nothing found | 0 | none |
| sci2scino changelog or GitHub organization found | Nothing found | 0 | none |
| Signaviono changelog or GitHub organization found | Nothing found | 0 | none |
| Skan AIno changelog or GitHub organization found | Nothing found | 0 | none |
| Smallest.aino changelog or GitHub organization found | Nothing found | 0 | none |
| SoundHound AIno changelog or GitHub organization found | Nothing found | 0 | none |
| Stability AIgithub.com/stability-ai: no repo with regular stable releases | Nothing found | 0 | none |
| Talendsite did not answer | Nothing found | 0 | none |
| Tempus AIsite did not answer | Nothing found | 0 | none |
| Teradatasite did not answer | Nothing found | 0 | none |
| TwelveLabsgithub.com/twelvelabs-io: no repo with regular stable releases | Nothing found | 0 | none |
| Waviisite did not answer | Nothing found | 0 | none |
| Weavegithub.com/weave-os: no repo with regular stable releases | Nothing found | 0 | none |
No website on record 140
| Company | Coverage | Sources | Latest |
|---|---|---|---|
| 8080 Labs | No domain | 0 | none |
| Airkit.ai | No domain | 0 | none |
| Ande | No domain | 0 | none |
| Antfly | No domain | 0 | none |
| Antimatter | No domain | 0 | none |
| Applica | No domain | 0 | none |
| Apromore | No domain | 0 | none |
| Arcion | No domain | 0 | none |
| Argilla | No domain | 0 | none |
| Biolevate | No domain | 0 | none |
| BladeBridge | No domain | 0 | none |
| Bluebirds | No domain | 0 | none |
| Bonsai | No domain | 0 | none |
| BRAHMA AI | No domain | 0 | none |
| Bunkerhill Health | No domain | 0 | none |
| CastorDoc | No domain | 0 | none |
| Chamelio | No domain | 0 | none |
| Chatterbox Labs | No domain | 0 | none |
| Chronosphere | No domain | 0 | none |
| Cimulate | No domain | 0 | none |
| Citus Data | No domain | 0 | none |
| ClearStory Data | No domain | 0 | none |
| Coalesce | No domain | 0 | none |
| Cognition AI | No domain | 0 | none |
| Console | No domain | 0 | none |
| Convergence.ai | No domain | 0 | none |
| Crunchy Data | No domain | 0 | none |
| Crusoe | No domain | 0 | none |
| DataPelago | No domain | 0 | none |
| DataVolo | No domain | 0 | none |
| Datometry | No domain | 0 | none |
| Datorama | No domain | 0 | none |
| Decodable | No domain | 0 | none |
| Dia | No domain | 0 | none |
| Doti | No domain | 0 | none |
| DuckLabs | No domain | 0 | none |
| Eevi | No domain | 0 | none |
| Einblick | No domain | 0 | none |
| Electric | No domain | 0 | none |
| Equivio | No domain | 0 | none |
| F13 | No domain | 0 | none |
| Faculty | No domain | 0 | none |
| Feature Labs | No domain | 0 | none |
| Fintool | No domain | 0 | none |
| Firetiger | No domain | 0 | none |
| Flam | No domain | 0 | none |
| Freehand | No domain | 0 | none |
| Glass Imaging | No domain | 0 | none |
| Graphite | No domain | 0 | none |
| Hailo | No domain | 0 | none |
| Haize Labs | No domain | 0 | none |
| Hakkoda Inc. | No domain | 0 | none |
| Harvey | No domain | 0 | none |
| Heidi Health | No domain | 0 | none |
| Helia AI | No domain | 0 | none |
| Hotshot | No domain | 0 | none |
| Humane | No domain | 0 | none |
| HVR | No domain | 0 | none |
| Hyper Anna | No domain | 0 | none |
| ICG Solutions | No domain | 0 | none |
| Incredibuild | No domain | 0 | none |
| Intersect | No domain | 0 | none |
| Jack & Jill | No domain | 0 | none |
| Keewano | No domain | 0 | none |
| Koala | No domain | 0 | none |
| Krux | No domain | 0 | none |
| Kypso | No domain | 0 | none |
| LeapYear | No domain | 0 | none |
| LibreChat | No domain | 0 | none |
| Lightspring | No domain | 0 | none |
| Lilac | No domain | 0 | none |
| Lobe | No domain | 0 | none |
| Lore IO | No domain | 0 | none |
| Manus | No domain | 0 | none |
| Meridian Tech | No domain | 0 | none |
| MetaMind | No domain | 0 | none |
| Metanautix | No domain | 0 | none |
| Metaplane | No domain | 0 | none |
| mika | No domain | 0 | none |
| Mila Health | No domain | 0 | none |
| Minit | No domain | 0 | none |
| Mobilize.net | No domain | 0 | none |
| Monolith AI | No domain | 0 | none |
| Moonhub | No domain | 0 | none |
| Morphotonics | No domain | 0 | none |
| MosaicML | No domain | 0 | none |
| Myst.ai | No domain | 0 | none |
| Natoma | No domain | 0 | none |
| NeuraFlash | No domain | 0 | none |
| NeuralFabric | No domain | 0 | none |
| Nexstrom | No domain | 0 | none |
| Night Shift Development | No domain | 0 | none |
| Observe | No domain | 0 | none |
| Okera | No domain | 0 | none |
| Onum | No domain | 0 | none |
| OpenPipe | No domain | 0 | none |
| Osmos | No domain | 0 | none |
| Own Company | No domain | 0 | none |
| Palma.ai | No domain | 0 | none |
| Perceptive Vision AI | No domain | 0 | none |
| Ponder | No domain | 0 | none |
| ProducerAI | No domain | 0 | none |
| Qualified | No domain | 0 | none |
| RANGR Data | No domain | 0 | none |
| Redash | No domain | 0 | none |
| Regrello | No domain | 0 | none |
| Rilo | No domain | 0 | none |
| Robseek Intelligence | No domain | 0 | none |
| Salty AI | No domain | 0 | none |
| Sana | No domain | 0 | none |
| SDF Labs | No domain | 0 | none |
| SeekAI | No domain | 0 | none |
| Sela | No domain | 0 | none |
| Seldon AI | No domain | 0 | none |
| Select Star | No domain | 0 | none |
| Semantic Machines | No domain | 0 | none |
| SiaSearch | No domain | 0 | none |
| SiftD.ai | No domain | 0 | none |
| Silo AI | No domain | 0 | none |
| Spellwise | No domain | 0 | none |
| Spiich | No domain | 0 | none |
| Spindle AI | No domain | 0 | none |
| Spiral | No domain | 0 | none |
| Spott | No domain | 0 | none |
| Statsig | No domain | 0 | none |
| Supermaven | No domain | 0 | none |
| Suplari | No domain | 0 | none |
| Tabular | No domain | 0 | none |
| Teleport Data | No domain | 0 | none |
| TensorStax | No domain | 0 | none |
| Tenyx | No domain | 0 | none |
| Transform | No domain | 0 | none |
| Truera | No domain | 0 | none |
| Two Hat | No domain | 0 | none |
| Upsolver | No domain | 0 | none |
| Waii | No domain | 0 | none |
| XetHub | No domain | 0 | none |
| XOXCO | No domain | 0 | none |
| Zeliq | No domain | 0 | none |
| Zoomin | No domain | 0 | none |
Tracked, nothing in the last year 7
Every company in scope
432 companies in scope so far
How sources are found
- 1ScopeEvery companies.fru.dev registry company in AI, Data, Cloud or Developer tools, every company already on the site, and the well-known data, AI and developer-tools companies a reader expects. New registry companies join the scope on the next run.
- 2ChangelogsEach company's own site is probed: the home page's changelog links and the usual addresses (/changelog, /release-notes, docs and changelog subdomains). A page's advertised RSS or Atom feed, or the feed next to it, is read when it has dated entries from the last year and links to the company's own site.
- 3GitHub releasesThe GitHub organization the company's own site links to (or the registry lists) and its most-starred active repos, through the GitHub API. A repo counts when it shipped at least two stable versions in the last year. Release candidates, betas and nightlies are left out.
- 4Official onlyOnly sources on the company's own domain, or linked from it, are used; robots.txt is respected; no logins. Every source keeps the page it was found on as evidence.
- 5Every runThe nightly run probes a few more companies (each again every 60 days), adds the sources that answer and reads them. Entries from new sources are marked Unverified until checked.
GitHub is read without a token: 60 API calls an hour, so GitHub sources and new organizations are spread over several nights (175 of 175 organizations checked so far). Probed 292 of 432 companies. Report built yesterday.