chanalyse 🕐 snapshot 2026-08-21 00:02 UTC · refreshes ~3h

Dashboard

Window: Last 24h Last 7 days Last 30 days
All boards /biz/ /g/ /pol/
System health: Operational with gaps snapshot just now · last 7d
🛰️ Scraper
ONLINE
last online: 24 min ago
1356 ingests/hr · 43748/24h
/pol/ /g/ /biz/
🧠 Analyser
ONLINE
last online: 18 min ago
7 runs/hr · 249/24h
152 failed/24h
run: default v3 run
▶ AI active
📡 Uptime · last 7d
86.3%
23.0h down · 2 gaps (>2.0h)
20.0h
3.0h

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/
5721 stories
2384 themes · 8909/8909 analysed
last: 36 min ago
/g/
7126 stories
2505 themes · 9741/9897 analysed
last: 36 min ago
/pol/
69276 stories
23114 themes · 109870/110794 analysed
last: 24 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/ 230 evergreen 132 notes spike
/g/ 212 evergreen 53 notes spike
/g/ 122 evergreen 56 notes spike
/g/ 94 evergreen 69 notes spike
/g/ 85 evergreen 0 notes open
/g/ 82 evergreen 0 notes open
/g/ 70 evergreen 0 notes open
/g/ 64 evergreen 19 notes spike
/g/ 50 evergreen 0 notes open
/g/ 40 evergreen 20 notes spike

🧭 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.

employment / labor market 4.8% 36 threads ▼ -1.7/day
dpt / data centers 3.6% 27 threads ▲ +4.3/day
linux / windows 2.5% 19 threads ▲ +1.4/day
sexy jam / google forms 2.2% 17 threads ▲ +1.4/day
snapchat / instagram 2.2% 17 threads ▲ +0.9/day
linux / unix 2.1% 16 threads ▼ -0.6/day
youtube / nsa 1.9% 14 threads ▲ +2.9/day
midi / arbeitsplatz 1.9% 14 threads ▼ -4.0/day
debian / ares 1.7% 13 threads ▼ -3.7/day
microsoft / windows 1.7% 13 threads ▼ -2.0/day
aliexpress / k cup 1.6% 12 threads ▲ +1.7/day
hp victus / apple 1.6% 12 threads ▼ -0.6/day
ram / ssd 1.6% 12 threads ▼ -1.1/day
deepseek / china 1.5% 11 threads ▲ +3.1/day
ai film / hollywood 1.5% 11 threads ▲ +1.4/day
repository pattern / orm 1.3% 10 threads ▲ +2.9/day
generative ai / anthropic 1.3% 10 threads ▼ -2.9/day
nvidia / amd 1.3% 10 threads ▼ -0.6/day
youtube / tiktok 1.3% 10 threads ▼ -0.6/day
arch linux / linux 1.3% 10 threads ▼ -1.7/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
Antisemitic mockery of U.S. troops as 'ZOGbots' dying for Israel /pol/ 10.0 ▲ +8.0 israelzogunited states militarydead sea
Debate over AI code generation capabilities and limitations /g/ 0.6 ▼ -2.9 programmingaiagenticsoftware engineers
Minimal engagement placeholder /g/ 0.9 ▼ -2.6 snailcataustraliakamtape combrax3
Discussion and nostalgia for Bob's Game indie development project /g/ 0.6 ▼ -2.6 robert pellonibob s gamerobertpelloni com
User exhaustion with technology exploration and hobbyist pursuits /g/ 0.3 ▼ -1.7 rssllmyoutubeaur
Claim that Zuckerberg and Musk stole developer's app ideas /pol/ 1.4 ▲ +1.4 githubelon musktwitterthreads
Rising costs of RAM and storage capacity in consumer devices /g/ 0.9 ▼ -1.1 ramssd128gbsd cards
Backlash against Twitter's new timeline format splitting posts and replies /g/ 1.1 ▲ +1.1 twittervpn
Local image/video/music generation tools roundup /g/ 2.6 ▼ -0.9 comfyuisdwebuiswarmuistable diffusion
Local Models General sticky thread continuation /g/ 1.4 ▼ -0.9 huggingfacedeepseek v4 flash 0731k exaone 2 0 750b a37bdeepseek
Friendly GNU/Linux Thread general support continuation /g/ 0.3 ▼ -0.9 gnu linuxvirtual machinenosystemd orgcheat sh
US demands allies pick sides in AI race with China /pol/ 0.0 ▼ -0.9 reutersaichinaunited states
US urging Apple not to buy Chinese memory chips /pol/ 0.0 ▼ -0.9 wsjapplechinaunited states
Shill-style pitch to just pay for YouTube Premium /g/ 0.9 ▲ +0.9 youtube premium
PC Building General sticky thread with case and CPU recommendations /g/ 0.6 ▼ -0.6 o11 air miniap201xt m3250k
Demand for YouTube AI content detection and filtering tools /g/ 0.6 ▼ -0.6 ublockyoutubeaisponsorblock
Privacy advocacy general thread: FOSS smartphone ROM alternatives to iOS and stock Android /g/ 0.9 ▲ +0.6 androidiosgooglelineageos
User skepticism over AI capabilities claims and AGI threshold definition /g/ 0.0 ▼ -0.6 software developersagigrokjacobian conjecture
In-Ear Monitor & Portable Music Player General sticky thread continuation /g/ 0.3 ▼ -0.6 aliexpresspmpamazonshenzhenaudio
Linux software availability and dependency friction critiques /g/ 0.9 ▲ +0.6 arm64linuxardouraudacity
Frustration with modern web usability, JavaScript bloat, and CAPTCHAs /g/ 0.3 ▼ -0.6 captchajavascripttypescripttailwind
CAPTCHA and JavaScript blocking issues prevent 4chan posting via Firefox /g/ 0.9 ▲ +0.6 4chanfirefoxublock origin
Proton ecosystem tools and services discussion /g/ 0.0 ▼ -0.6 protonapplevalvesteam
AMD vs NVIDIA GPU value proposition debate with local AI VRAM limitations /g/ 0.0 ▼ -0.6 local ai modelsamdnvidiacuda
User preference for minimalist X11 text-mode computing environment /g/ 0.0 ▼ -0.6 x11openvmscde

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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