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Jev routes Notra chat at about 300 ms p50

Jev routes Notra chat at about 300 ms p50

Author: Notra

Classification

Classify this use case

Classification1.00
Shipped0.95
Measured0.98
Usefulness0.69
Repo1.00
Ready0.95
Specific case0.57
Copy quality0.56
Creativity0.77
Distinct intent0.77

Latency: ~300 ms p50 / ~550 ms p95
Result: Boolean answers thresholded at 0.5

Ask Jev a complexity Choice plus tools and reasoning-heavy Nouls on each Notra chat message, then pick a model at a 0.5 threshold.

Questions

Name: complexity
Instructions: How complex is the task in userMessage?
Criteria: simple
Single-step task, quick edit, straightforward change, greeting, or simple question
complex
Multi-step task, content creation from scratch, research, analysis, or a task requiring reasoning

Name: requiresTools
Instructions: Does fulfilling userMessage require using tools (editing the current draft, fetching data from connected sources, accessing skills, publishing or scheduling)?
Criteria: true
Any editing, data fetching from connected sources, skills, or explicit requests to run tools
false
Answering questions, explaining concepts, or conversation

Name: reasoningHeavy
Instructions: Is the task in userMessage reasoning-heavy?
Criteria: true
Deep analysis, long-form writing, multi-source research, architectural decisions, nuanced critique, comparative synthesis
false
Everyday chat, quick edits, factual lookups, straightforward content generation