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 30-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.

linux / windows 2.4% 80 threads ▼ -1.5/day
google / software developers 1.6% 55 threads ▼ -3.1/day
employment / labor market 1.6% 54 threads ▲ +2.4/day
ram / ssd 1.5% 50 threads ▼ -0.3/day
linux kernel / rust 1.4% 49 threads ▼ -1.8/day
grapheneos / android 1.4% 49 threads ▼ -1.7/day
garageband / audacity 1.2% 42 threads ▼ -1.6/day
arch linux / linux 1.0% 33 threads ▲ +0.6/day
windows / microsoft 0.9% 29 threads ▲ +0.5/day
gigabit internet / streaming 0.8% 28 threads ▲ +1.9/day
rust / java 0.8% 27 threads ▼ -1.0/day
iqdb / kaligpt 0.8% 26 threads ▼ -1.7/day
service dogs / public cameras 0.8% 26 threads ▼ -1.7/day
swarmui / comfyui 0.8% 26 threads ▼ -1.2/day
user work-life balance concerns 0.7% 25 threads ▼ -1.7/day
kanagawa / steve jobs 0.7% 24 threads ▼ -0.1/day
internet subcultures / zoomers 0.6% 22 threads ▲ +0.4/day
image generation & ai tools 0.6% 21 threads ▲ +1.4/day
StoryMentionsΔ/dayNovelty
Minimal engagement reaction to AI tool or developer distress 1 +0.1 evergreen
llm / motorola 0.6% 21 threads ▲ +0.3/day
linux / unix 0.6% 20 threads ▲ +1.3/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
American military and geopolitical decline narrative /pol/ 8.9 ▼ -14.2 iraqvietnamww2ww1
Assertion of Chinese geopolitical victory and cultural dominance /pol/ 8.3 ▲ +3.9 chinamandarinusataiwan
Local image/video/music generation tools roundup /g/ 2.5 ▼ -2.7 comfyuisdwebuiswarmuistable diffusion
Minimal engagement placeholder /g/ 3.2 ▼ -2.1 snailcataustraliakamtape combrax3
Vibe-coding General sticky thread with LLM coding agents and browser builders /g/ 0.9 ▼ -2.1 simon willisonkimi k3hugging faceroblox
Strait of Hormuz closure and oil supply disruption strategy /pol/ 2.5 ▲ +2.0 oil marketsstrait of hormuzusamohammad bagher zolghadr
Why non-US/China regions fail to develop frontier AI models /g/ 0.0 ▼ -1.9 usajapaneuropechina
Single-word affirmation post with minimal content /biz/ 0.4 ▼ -1.4 4chan passusdicpchainlink
Local Models General sticky thread continuation /g/ 2.5 ▼ -1.3 huggingfacedeepseek v4 flash 0731k exaone 2 0 750b a37bdeepseek
Linux loses feature and usability comparison against Windows /g/ 1.3 ▼ -1.3 linuxwindowsfirefoxwindows 10
User exhaustion with technology exploration and hobbyist pursuits /g/ 0.9 ▼ -1.2 rssllmyoutubeaur
Debate over AI code generation capabilities and limitations /g/ 1.7 ▼ -1.1 programmingaiagenticsoftware engineers
COLDCARD hardware wallet private key RNG vulnerability disclosed /biz/ 0.0 ▼ -1.0 bitcoincoldcardnvdatails
Alleged Russian cruise missile strike 90km into Poland /pol/ 0.0 ▼ -0.9 cruise missilerussiapolandputin
Discussion and nostalgia for Bob's Game indie development project /g/ 0.9 ▲ +0.9 robert pellonibob s gamerobertpelloni com
Unsubstantiated claim of AI model escape during benchmarking /g/ 0.0 ▼ -0.8 hugging faceopenaigpt 5 6 solchatgpt
Single-word question with no financial context /biz/ 0.4 ▼ -0.8 tiffany milanovich
Speculation about Elon Musk pursuing relationship with Shoe0nHead /pol/ 0.0 ▼ -0.8 shoe0nheadelon muskspacexmars
User expressing distress or existential ennui /g/ 1.1 ▼ -0.7 chatkids actzeai
Demand for YouTube AI content detection and filtering tools /g/ 0.7 ▼ -0.7 ublockyoutubeaisponsorblock
Rising costs of RAM and storage capacity in consumer devices /g/ 0.8 ▲ +0.7 ramssd128gbsd cards
Smartphone General sticky thread with resource links /g/ 0.0 ▼ -0.5 kimovilphonedbgsmarenanotebookcheck
Privacy advocacy general thread: FOSS smartphone ROM alternatives to iOS and stock Android /g/ 0.5 ▼ -0.5 androidiosgooglelineageos
Chinese memory chip manufacturers as solution to US semiconductor cost inflation /g/ 0.0 ▼ -0.5 chinaunited statescxmtmemory pricing
Friendly GNU/Linux Thread general support continuation /g/ 0.8 ▲ +0.5 gnu linuxvirtual machinenosystemd orgcheat sh

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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