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Snapshot Methodology

How the Public GitHub Snapshot WorksTechnical Methodology

Vauntico organizes available public GitHub signals into an engineering evidence snapshot evaluators can inspect without receiving code access.

Illustrative example

Example public GitHub snapshot

Four public evidence areas

Simulated
Evidence stateExample evidence state
Data provenanceSample data — not a live company or Vauntico customer
Buyer workflowNo code access required
Problem

Public evidence is difficult to interpret when every team explains it differently.

Evaluators need a consistent way to understand what was publicly observable. Vauntico organizes supported public GitHub metadata into an evidence-led, point-in-time snapshot.

Fragmented evidence

Screenshots, docs, and one-off explanations rarely add up to a consistent story.

Unclear interpretation

Evidence without source context and clear limitations is difficult to evaluate.

No easy context

Evaluators need a bounded starting point before requesting deeper technical evidence.

Solution

Four evidence areas become one evaluator-readable snapshot.

Each area is presented with source context, observation timing, and clear limits for an evaluation conversation.

Evidence area 01

Account tenure

Uses the GitHub account creation date to show how long the public profile has existed. Account age alone does not prove engineering quality.

Evidence area 02

Public repository footprint

Counts public repositories visible at scan time. Private repositories and their contents are not included.

Evidence area 03

Recent public activity

Summarizes public commit activity observed during the available 30-day window across accessible repositories. It does not measure private work or code quality.

Evidence area 04

Public profile fields

Counts which public profile fields such as bio, company, location, and website are present. Field presence does not verify the claims contained in those fields.

Source, scope, and limitations accompany each area as non-scored context. Vauntico maps available public GitHub signals to four evaluator evidence areas. Missing public evidence is not treated as evidence that work does not exist. The free scan does not analyze private repositories, deployments, security controls, Vercel, or Supabase projects.

Benefits

Methodology built for clear evaluation conversations.

Explainable

Buyers can see the categories behind the snapshot instead of accepting a magic number.

Portable

Founders can share the same bounded public evidence view across evaluation conversations.

Bounded

A public snapshot is useful context, not a replacement for a formal audit or technical diligence.

Inspection

Evidence is designed to be inspected.

Shareable snapshot

Share the public GitHub result with its source context and scan-time limits.

Clear boundaries

Evaluators can review the snapshot without repository access, then request the deeper evidence their process requires.

Review your public GitHub snapshot in minutes.

Run a free scan and get a public breakdown of available evidence areas — suitable for an evaluation conversation, with follow-up diligence still required.