Observed arrival · 2026-09-23
へつほつ: Local AI, tested against real work
A Japanese independent field lab guides readers from a task—coding, private documents, or an always-on server—to local-AI models, hardware, and operating choices.
○Open
⊠Login
$Paid
†Ads
✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
- For
- Japanese-speaking developers evaluating local AI at work
- Worth noticing
- Its stated test method records hardware, model, runtime, settings, and input, while retaining failures such as out-of-memory errors and erroneous edits.
Field notes
The homepage marks coding-agent evaluation as published, while private-document/RAG and always-on-server coverage remain in the research-design stage. Its proposed comparisons record hardware, model, runtime, settings, and inputs, and count failures such as stopped tasks and erroneous edits as part of practical performance. The site also discloses affiliate revenue and states that compensation does not set its conclusions or rankings.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
○OpenPublic substance visible
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use
ƒJavaScriptBrowser-side code central
One card from the complete issue