
What happened
A developer's plugin sends each Claude Code prompt to TypeSafe AI's Jev, which returns a tier label; a 'README typo' request came back as 'low' at 0.92 confidence in 0.17 seconds, mapping to Haiku at effort high.
Why it matters
The plugin only rewrites model name and effort per request—it leaves conversation history and memory files untouched—so routing happens without resetting context, according to the developer.
Summaries like this, every morning.
The plugin is a personal project rather than a product release, and its routing logic is deliberately simple. Jev does not pick a model; it only returns one of six tier labels (micro, low, medium, high, critical, max). The plugin then looks up that label in a hardcoded table to decide the model and effort level. This separation means the classifier's job is narrow, and the developer can adjust routing by editing the table rather than retraining anything.
The one exception in the code—switching from Haiku to Sonnet when a conversation passes 150,000 tokens—suggests the developer is guarding against a small model being kept on a long context where it might struggle. The plugin also avoids touching conversation history or memory files, which likely keeps it from disturbing Claude Code's normal session behavior.
Beyond cost and convenience, the developer sees potential in security uses such as preventing prompt injection, though no implementation or timeline is described.
Pick your industry and the AI tools you use, and get news related to your work every day.
Free · 30 seconds with Google · unsubscribe anytimeWhat is AIToday? →
Ask AI anything about this article. The AI reads this article, earlier AIToday articles, and Wikipedia, and cites its sources. Q&As are published on this page for other readers too.
OpenAI announced GPT-6 Cyber on November 5, 2026, a model built for cybersecurity research that finds vulnerab…

The column argues running an AI-written tool locally keeps your photos off remote servers, since only what the…

In a Zenn write-up, the author explains that the ALPACA-template maps Waterfall's QG1–QG6 quality gates onto A…

Shimmochi runs a Claude Code "commander" agent that rebuilds his task list from GitHub and Notion, decides the…

Mikami of Canly's store-acquisition team used aidlc-workflows' bugfix scope on a Google Business Profile CSV b…

Hitachi Energy is expanding its partnership with Celonis, the process-intelligence leader, to scale AI use acr…
