AUXSAYS Tactical knowledge for creators who want control
Methodology

Patch Feed evidence standards

AUXSAYS is being built as an official-first patch intelligence layer. This page explains what is live now, what is still scaffolding, and how patch-specific reports will be counted.

What AUXSAYS currently tracks

AUXSAYS tracks creator-critical companies, their software/products, and specific patch or release records. Official vendor sources are treated as the factual baseline for what changed.

  • Company pages organize software under the vendor or project.
  • Software pages show release history and monitoring rules.
  • Patch pages show official notes, evidence state, and any confirmed patch-specific report sample.

Official-source ingestion

Official-source ingestion captures releases from vendor changelogs, RSS feeds, GitHub releases, or official release pages. This pipeline is active for selected sources and runs through GitHub Actions.

Official ingestion does not prove a patch is safe. It only records that an official update exists and preserves the available release note details.

Official source checked means AUXSAYS contacted the vendor source or feed. It does not mean the page verdict, community evidence, or report count changed.

Official source classification

Official vendor pages are classified before display. A release-notes page, fixed-issue list, security advisory, changelog, vendor blog, “What’s New” article, download portal, and official community announcement are not treated as the same evidence type.

AUXSAYS should only label a section as Official Release Notes when the captured source is classified as release notes, fixed issues, a security advisory, or a changelog. Feature summaries and vendor announcements remain official, but they are labeled as summaries or announcements.

Official notes checked means AUXSAYS attempted to capture official body text. A linked source can still show a missing-body note when extraction fails or the source is not a structured changelog.

Community consensus

Community consensus is separate from official ingestion. It is not treated as live unless the page explicitly says Live consensus. Verified reports are manually confirmed patch-specific reports or previously captured structured reports; they should not be read as continuous community scraping.

When a live collector exists, every confirmed patch-specific report will count equally. Official forums, dedicated forums, Reddit, GitHub Issues, or other public sources may be labeled by source type for auditability, but source type does not multiply or discount the report.

Manual tracking

Some priority products are watched manually while an adapter or collector is incomplete. Manual watch means AUXSAYS is tracking the source intentionally, but it does not mean automated official ingestion or live report scraping is active.

Consensus audit

The consensus audit checks whether generated patch pages that show confirmed reports are backed by structured evidence rows. It can identify stale or manually encoded counts, but it does not collect new reports from public communities.

Evidence checked is separate from official-source checks. It should only move when structured community/report evidence is reviewed or collected. Live consensus is not active unless a real evidence collector is running.

AUXSAYS may run narrow manual pilot collectors, such as a GitHub Issues pilot for a single OBS Studio patch. Those pilots are structured evidence collection, not live consensus.

Record freshness

Record updated means the generated patch page materially changed. Older records may show a legacy record date until the refreshed ingestion path writes the newer source and body-check fields.

Source checked, official notes checked, record updated, and evidence checked are separate timestamps. One timestamp should not be read as proof that the others changed.

What counts as a confirmed patch-specific report

  • The report/comment itself names the exact patch, version, or update.
  • Or the parent thread/page title names the exact patch, version, or update.
  • If the parent thread is patch-specific, replies inside that thread count unless the reply clearly shifts to another version or unrelated issue.

What does not count

  • Generic complaints about the software.
  • Posts that only say “after the update” without a patch-specific parent thread.
  • Mentions that cannot be tied to the exact version being scored.
  • Reports that explicitly refer to another version, driver, operating system update, or unrelated plug-in issue.

Low-context reports are excluded entirely. They are not downweighted or used as weak signals.

Evidence states

Live consensus
Confirmed patch-specific reports are actively refreshed by a consensus pipeline.
Official source only
An official source has been captured, but no confirmed patch-specific community reports are counted yet.
Verified reports
The page contains manually encoded or previously captured confirmed patch-specific report data. Check the evidence freshness line before treating it as current.
Insufficient data
AUXSAYS has not captured enough official or community evidence to support a verdict beyond a placeholder state.
Source audit

Current official-ingestion source health

This is a static audit snapshot produced from the ingestion config and the latest GitHub Actions state file. It is meant to show whether official-source monitoring is active, manual watch, needs an adapter, disabled, in error, or unknown. It is not a backend service and it does not represent live community consensus.

7Active
17Manual watch
22Needs adapter
0Disabled
0Error
0Unknown
SourceSoftwareStatusLast runRecordsCapabilitiesLast error
adobe-premiere-proAdobe Premiere Proadobe_release_notes ActiveActive 2026-05-22T15:26:15ZTarget: 24h 1 fetched / 1 written0 skipped · 0 failures notes version known issues None
blackmagic-davinciBlackmagic Design DaVinci Resolveblackmagic_support_downloads ActiveActive 2026-05-22T15:26:41ZTarget: 12h 2 fetched / 2 written0 skipped · 0 failures notes version download None
comfyuiComfyUI ComfyUIgithub_releases ActiveActive 2026-05-22T15:26:43ZTarget: 12h 2 fetched / 2 written0 skipped · 0 failures notes version download size checksum None
figmaFigma Figmarss_feed ActiveActive 2026-05-22T15:26:13ZTarget: 12h 2 fetched / 2 written0 skipped · 0 failures notes None
githubGitHub GitHub / Copilotrss_feed ActiveActive 2026-05-22T15:26:44ZTarget: 12h 2 fetched / 2 written0 skipped · 0 failures notes None
netlifyNetlify Netlifyhtml_changelog ActiveNo new records 2026-05-22T15:26:44ZTarget: 24h 0 fetched / 0 written0 skipped · 0 failures notes None
obs-studioOBS Project OBS Studiogithub_releases ActiveActive 2026-05-22T15:26:42ZTarget: 6h 2 fetched / 2 written0 skipped · 0 failures notes version download size checksum None
canvaCanva Canvahtml_blog Manual watchManual watch active 2026-05-22T15:26:44ZTarget: 24h 0 fetched / 0 written0 skipped · 0 failures notes None
cloudflareCloudflare Cloudflarerss_feed Manual watchManual watch active 2026-05-22T15:26:44ZTarget: 24h 0 fetched / 0 written0 skipped · 0 failures notes None
hugging-faceHugging Face Hugging Facehtml_blog Manual watchManual watch active 2026-05-22T15:26:44ZTarget: 24h 0 fetched / 0 written0 skipped · 0 failures notes None
kickKick Kickmanual_watch Manual watchManual watch active 2026-05-22T15:26:44ZTarget: manual 0 fetched / 0 written0 skipped · 0 failures None
lottiefilesLottieFiles LottieFileshtml_blog Manual watchManual watch active 2026-05-22T15:26:44ZTarget: 24h 0 fetched / 0 written0 skipped · 0 failures notes None
microsoft-365-appsMicrosoft Microsoft 365 Appsmanual_watch Manual watchManual watch active 2026-05-22T15:26:44ZTarget: 24h 0 fetched / 0 written0 skipped · 0 failures notes version None
microsoft-powerpointMicrosoft Microsoft PowerPointmanual_watch Manual watchManual watch active 2026-05-22T15:26:44ZTarget: 24h 0 fetched / 0 written0 skipped · 0 failures notes version None
microsoft-teamsMicrosoft Microsoft Teamsmanual_watch Manual watchManual watch active 2026-05-22T15:26:44ZTarget: 24h 0 fetched / 0 written0 skipped · 0 failures notes version None
midjourneyMidjourney Midjourneymanual_watch Manual watchManual watch active 2026-05-22T15:26:44ZTarget: manual 0 fetched / 0 written0 skipped · 0 failures None
perplexityPerplexity Perplexityhtml_blog Manual watchManual watch active 2026-05-22T15:26:44ZTarget: 24h 0 fetched / 0 written0 skipped · 0 failures notes None
pikaPika Pikamanual_watch Manual watchManual watch active 2026-05-22T15:26:44ZTarget: manual 0 fetched / 0 written0 skipped · 0 failures None
rumbleRumble Rumblehtml_blog Manual watchManual watch active 2026-05-22T15:26:44ZTarget: 24h 0 fetched / 0 written0 skipped · 0 failures notes None
runwayRunway Runwayhtml_blog Manual watchManual watch active 2026-05-22T15:26:44ZTarget: 24h 0 fetched / 0 written0 skipped · 0 failures notes None
stability-aiStability AI Stable Diffusion / Stable Audiohtml_blog Manual watchManual watch active 2026-05-22T15:26:44ZTarget: 24h 0 fetched / 0 written0 skipped · 0 failures notes None
twitchTwitch Twitchhtml_blog Manual watchManual watch active 2026-05-22T15:26:44ZTarget: 24h 0 fetched / 0 written0 skipped · 0 failures notes None
youtubeYouTube YouTube / YouTube Studiohtml_blog Manual watchManual watch active 2026-05-22T15:26:44ZTarget: 24h 0 fetched / 0 written0 skipped · 0 failures notes None
zapierZapier Zapierhtml_blog Manual watchManual watch active 2026-05-22T15:26:44ZTarget: 24h 0 fetched / 0 written0 skipped · 0 failures notes None
adobe-acrobat-readerAdobe Acrobat / Acrobat Readeradobe_release_notes Needs adapterNeeds source-specific adapter 2026-05-22T15:26:44ZTarget: 24h 0 fetched / 0 written0 skipped · 0 failures notes version known issues None
adobe-after-effectsAdobe After Effectsadobe_release_notes Needs adapterNeeds source-specific adapter 2026-04-29T19:51:02ZTarget: 24h 0 fetched / 0 written0 skipped · 2 failures notes version known issues None
adobe-lightroom-classicAdobe Lightroom Classicadobe_release_notes Needs adapterNeeds source-specific adapter 2026-04-29T20:02:53ZTarget: 24h 0 fetched / 0 written0 skipped · 2 failures notes version known issues None
adobe-media-encoderAdobe Media Encoderadobe_release_notes Needs adapterNeeds source-specific adapter 2026-04-29T19:58:56ZTarget: 24h 0 fetched / 0 written0 skipped · 2 failures notes version known issues None
adobe-photoshopAdobe Photoshopadobe_release_notes Needs adapterNeeds source-specific adapter 2026-04-29T19:54:59ZTarget: 24h 0 fetched / 0 written0 skipped · 2 failures notes version known issues None
amdAMD AMD Software / Radeondownload_portal_snapshot Needs adapterNeeds source-specific adapter 2026-05-22T15:26:44ZTarget: 12h 0 fetched / 0 written0 skipped · 0 failures notes version download known issues None
anthropic-claudeAnthropic Claudehtml_changelog Needs adapterNeeds source-specific adapter 2026-05-22T15:26:44ZTarget: 12h 0 fetched / 0 written0 skipped · 0 failures notes None
blenderBlender Foundation Blenderhtml_changelog Needs adapterNeeds source-specific adapter 2026-05-22T15:26:44ZTarget: 24h 0 fetched / 0 written0 skipped · 0 failures notes version download None
elgato-4k-capture-utilityElgato 4K Capture Utilityelgato_help_center Needs adapterNeeds source-specific adapter 2026-05-22T15:26:44ZTarget: 12h 0 fetched / 0 written0 skipped · 0 failures notes version download None
elgato-camera-hubElgato Camera Hubelgato_help_center Needs adapterNeeds source-specific adapter 2026-05-22T15:26:44ZTarget: 12h 0 fetched / 0 written0 skipped · 0 failures notes version download None
elgato-stream-deckElgato Stream Deckelgato_help_center Needs adapterNeeds source-specific adapter 2026-05-22T15:26:44ZTarget: 12h 0 fetched / 0 written0 skipped · 0 failures notes version download None
elgato-wave-linkElgato Wave Linkelgato_help_center Needs adapterNeeds source-specific adapter 2026-05-22T15:26:44ZTarget: 12h 0 fetched / 0 written0 skipped · 0 failures notes version download None
epic-unrealEpic Games Unreal Enginehtml_changelog Needs adapterNeeds source-specific adapter 2026-05-22T15:26:44ZTarget: 24h 0 fetched / 0 written0 skipped · 0 failures notes None
google-geminiGoogle Geminihtml_blog Needs adapterNeeds source-specific adapter 2026-05-22T15:26:44ZTarget: 12h 0 fetched / 0 written0 skipped · 0 failures notes None
intel-arcIntel Intel Graphics / Arcdownload_portal_snapshot Needs adapterNeeds source-specific adapter 2026-05-22T15:26:44ZTarget: 12h 0 fetched / 0 written0 skipped · 0 failures notes version download known issues None
makeMake Makehtml_changelog Needs adapterNeeds source-specific adapter 2026-05-22T15:26:44ZTarget: 24h 0 fetched / 0 written0 skipped · 0 failures notes None
microsoft-windows-11Microsoft Windows 11microsoft_release_health Needs adapterNeeds source-specific adapter 2026-05-22T15:26:44ZTarget: 12h 0 fetched / 0 written0 skipped · 0 failures notes version known issues None
notionNotion Notionhtml_changelog Needs adapterNeeds source-specific adapter 2026-05-22T15:26:44ZTarget: 24h 0 fetched / 0 written0 skipped · 0 failures notes None
nvidiaNVIDIA NVIDIA App / GeForce / Studiohtml_blog Needs adapterNeeds source-specific adapter 2026-05-22T15:26:44ZTarget: 12h 0 fetched / 0 written0 skipped · 0 failures notes known issues None
openai-chatgptOpenAI ChatGPT / OpenAIhtml_changelog Needs adapterNeeds source-specific adapter 2026-05-22T15:26:44ZTarget: 12h 0 fetched / 0 written0 skipped · 0 failures notes None
unityUnity Unityhtml_changelog Needs adapterNeeds source-specific adapter 2026-05-22T15:26:44ZTarget: 24h 0 fetched / 0 written0 skipped · 0 failures notes version download known issues None
steamValve Steamofficial_forum_watch Needs adapterNeeds source-specific adapter 2026-05-22T15:26:44ZTarget: 12h 0 fetched / 0 written0 skipped · 0 failures notes None