Exploratory
Useful for orientation, direction, and discussion. May be incomplete or later corrected.
Exploratory notes, clearly labeled.
Fast-moving technical notes, AI-assisted drafts, experiments, and writeups are labeled by evidence level and intended durability.
Evidence Levels
A vibe-blogged article is an exploratory technical note created from experiments, personal reasoning, AI-assisted drafting, references, and practical testing where available.
This is an exploratory technical note. It may include AI-assisted drafting, personal reasoning, simplified explanations, and evolving opinions. Verify before using in production.
Benchmark-Backed
Includes measurements, setup, code, limitations, and environment-specific results.
Course-Grade
More structured, edited, and intended for durable reference material.