Nicheloom visitors: 14,106 all-time · 8,505 in the last 7 days

The opportunity tracker for new startups.

Today: 1,383 launchs · Niche of the day: document and PDF processing tools · See full report →

Viberuler

measure where your AI coding context goes

Get picks like this daily. The day's top launches, AI/tech news, and a weekly opportunity spotlight — straight to your inbox.

This is 1 of 92 launches in ai devops and codebase management tools — see how it stacks up on momentum and crowding →

2439 other launches read as similar to this one →

Details

External ID
50009232
Source
HN
Company
—
Product
Viberuler
Website domain
github.com
Launched
Oct. 8, 2026
Cohort
—
Upvotes
5
Upvotes percentile
0.10
Tags
—

Enrichment

Niche
ai devops and codebase management tools
Vertical
Horizontal
Function
Observability & eval
Audience
Developer
AI stance
AI-native
Project type
Hobby / open-source project
Normalized one-liner
context tracking tool for ai coding agents
Manually corrected
False

Could you build this?

Yes Measuring AI context usage is a simple developer tool or CLI/extension that tokenizes input files, prompts, and tool outputs using standard tokenizer libraries (like tiktoken) to break down context window consumption.

Discussion

No comments on this launch.

Competitors

Other products that read as similar to this one — 2439 launches clear the similarity bar, closest 8 shown.

Attention rank: #2249 of 2440 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 344 days after the earliest competitor.

Other launches for this product