chanalyse 🕐 snapshot 2026-08-25 05:14 UTC · refreshes ~3h

Dashboard

Window: Last 24h Last 7 days Last 30 days
All boards /biz/ /g/ /pol/
System health: All systems nominal snapshot just now · last 7d
🛰️ Scraper
ONLINE
last online: 2 min ago
2111 ingests/hr · 34403/24h
/g/ /biz/ /pol/
🧠 Analyser
ONLINE
last online: 7 min ago
14 runs/hr · 209/24h
5 failed/24h
run: default v3 run
▶ AI active
📡 Uptime · last 7d
100.0%
0.0h down · 0 gaps (>2.0h)
no significant gaps 🎉

The scraper ingests 4chan catalogues hourly; the analyser turns raw threads into themes/stories via LLM. A gap >2.0h with no ingests counts as downtime. Full data-health →

/biz/
5739 stories
2381 themes · 8731/8734 analysed
last: 2 min ago
/g/
7112 stories
2522 themes · 9728/9732 analysed
last: 2 min ago
/pol/
68188 stories
23074 themes · 107145/107149 analysed
last: 2 min ago

⚡ Latest article triggers · /g/

Stories that suddenly spiked in volume — ranked by article-worthiness (filtered to /g/). See all →

📰 Articles created so far · /g/

Briefings the engine has written from spikes. See all →

No articles written yet. Run chanalyse articles or trigger one from .

🔬 Research areas · /g/

The live investigative backlog — stories most worth digging into now, ranked by momentum, novelty & evidence already gathered. Click to open the threads.

StoryBoardMentionsNoveltyEvidenceStatus
/g/ 238 evergreen 132 notes spike
/g/ 213 evergreen 69 notes spike
/g/ 130 evergreen 56 notes spike
/g/ 94 evergreen 69 notes spike
/g/ 86 evergreen 0 notes open
/g/ 80 evergreen 0 notes open
/g/ 74 evergreen 16 notes spike
/g/ 65 evergreen 19 notes spike
/g/ 49 evergreen 0 notes open
/g/ 39 evergreen 0 notes open

🧭 Topics — what the boards are talking about, general → specific

Each theme's bar = its share of the 7-day window's threads. Expand a theme to see the specific stories under it, their mentions, and how fast they're changing (Δ threads/day). Click a story to open it.

gigabit internet / streaming 7.6% 20 threads ▲ +5.7/day
swarmui / comfyui 4.6% 12 threads ▲ +3.4/day
jon blow / jai 3.8% 10 threads ▲ +2.9/day
youtube / google 3.4% 9 threads ▲ +2.6/day
linux / windows 3.4% 9 threads ▲ +2.6/day
linux / unix 3.4% 9 threads ▲ +2.6/day
commodore / apple 2.3% 6 threads ▲ +1.7/day
k cup / iphone pro max 2.3% 6 threads ▲ +1.7/day
linux / clang 2.3% 6 threads ▲ +1.7/day
employment / labor market 2.3% 6 threads ▲ +1.7/day
arch linux / linux 2.3% 6 threads ▲ +1.7/day
ram / ssd 2.3% 6 threads ▲ +1.7/day
llm / gpt 1.9% 5 threads ▲ +1.4/day
daily programming thread general discussion 1.9% 5 threads ▲ +1.4/day
sony / drm 1.9% 5 threads ▲ +1.4/day
ai coding gatekeeping 1.9% 5 threads ▲ +1.4/day
msn / gelbooru 1.5% 4 threads ▲ +1.1/day
openai / sam altman 1.5% 4 threads ▲ +1.1/day
hongmeng / harmonyos 1.5% 4 threads ▲ +1.1/day
hp victus / apple 1.5% 4 threads ▲ +1.1/day

📈 Significant changes — what's moving right now

Stories whose mention rate changed most vs their own prior baseline. The rule: one new thread is noise — about 5+ new threads/day on a topic is a real shift (marked ). Ranked by absolute Δ threads/day.

StoryBoardNow/dayΔ/dayEntities
Local image/video/music generation tools roundup /g/ 2.9 ▲ +2.9 comfyuisdwebuiswarmuistable diffusion
Debate over AI code generation capabilities and limitations /g/ 2.9 ▲ +2.9 programmingaiagenticsoftware engineers
Minimal engagement placeholder /g/ 2.3 ▲ +2.3 snailcataustraliakamtape combrax3
User exhaustion with technology exploration and hobbyist pursuits /g/ 1.4 ▲ +1.4 rssllmyoutubeaur
Friendly GNU/Linux Thread general support continuation /g/ 1.4 ▲ +1.4 gnu linuxvirtual machinenosystemd orgcheat sh
Linux loses feature and usability comparison against Windows /g/ 1.1 ▲ +1.1 linuxwindowsfirefoxwindows 10
Underemployed Tech Workers General sticky thread continuation /g/ 1.1 ▲ +1.1 twg
Local Models General sticky thread continuation /g/ 1.1 ▲ +1.1 huggingfacedeepseek v4 flash 0731k exaone 2 0 750b a37bdeepseek
Microsoft subpoena of Discord Windows device IDs in GTA 6 leak investigation /g/ 1.1 ▲ +1.1 windowstake twomicrosoftdiscord
Multi-vendor LLM release cycle: Qwen 3.8, Kimi K3, GPT 5.6, Grok 4.5, GLM 5.2, Claude Mythos/Fable /g/ 0.9 ▲ +0.9 openai gpt 5 6xai grok 4 5anthropic claude mythosanthropic claude fable
Speculation on AI company valuation and insider knowledge motivations /g/ 0.9 ▲ +0.9 spacexai
User expressing distress or existential ennui /g/ 0.6 ▲ +0.6 chatkids actzeai
Daily Programming Thread general discussion /g/ 0.6 ▲ +0.6
Demand for YouTube AI content detection and filtering tools /g/ 0.6 ▲ +0.6 ublockyoutubeaisponsorblock
Vibe-coding General sticky thread with LLM coding agents and browser builders /g/ 0.6 ▲ +0.6 simon willisonkimi k3hugging faceroblox
Privacy advocacy general thread: FOSS smartphone ROM alternatives to iOS and stock Android /g/ 0.6 ▲ +0.6 androidiosgooglelineageos
User skepticism over AI capabilities claims and AGI threshold definition /g/ 0.6 ▲ +0.6 software developersagigrokjacobian conjecture
Frustration with modern web usability, JavaScript bloat, and CAPTCHAs /g/ 0.6 ▲ +0.6 captchajavascripttypescripttailwind
Search for a functional hobby-discussion platform amid dissatisfaction with Discord, Reddit and 4chan /g/ 0.6 ▲ +0.6 4chanredditdiscord
Smartphone General sticky thread with spec finders and buyer guides /g/ 0.6 ▲ +0.6 phonedbandroid 17kimovilnotebookcheck
Friendly Windows Thread with activation workarounds /g/ 0.6 ▲ +0.6 windowsmicrosoftlibreofficeonlyoffice
Linux desktop environment stability and usability critique /g/ 0.6 ▲ +0.6 xfceopenboxcosmickde
Cardputer viability for mesh networking communication /g/ 0.6 ▲ +0.6 cardputermeshtasticmeshcore
Criticism that GrapheneOS privacy claims ignore ISP, VPN, DNS, and app-level tracking /g/ 0.6 ▲ +0.6 tiktokcellebritepegasusgrapheneos
PC Building General sticky thread with case and CPU recommendations /g/ 0.3 ▲ +0.3 o11 air miniap201xt m3250k

Entities spiking across multiple boards

The same named thing discussed on more than one board — usually the biggest stories. Click a chip to explore it.

📅 Activity · thread volume (last 10 weeks)

Each cell = one day. Darker = more threads scraped. Hover for counts.

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