# Vini B |「 thecoding 」 (@vinibarbosabr) on x

- id: koinon:creator:x_vinibarbosabr
- url: https://koinonlink.com/kol/x/vinibarbosabr
- schema_version: 1.4

## Identity
- platform: x
- handle: vinibarbosabr
- platform_url: https://twitter.com/vinibarbosabr
- website: http://vinib.carrd.co
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 11804
- following: 5771
- posts_total: 61013
- posts_observed: 1
- posts_per_day: 19.369
- account_age_days: 3150
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00076
- best_post_interactions: 9
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: finance
- subcategory: crypto
- category_confidence: 0.94
- category_source: derived_from_recent_content
- topics: NEAR blockchain ecosystem, Smart contract security, On-ramp/off-ramp UX testing, NEAR governance proposals, Web3 technical writing, Blockchain protocol development
- bio: blockchain technical writer | web3 security researcher | smart contract auditor | top 3% HoS delegate | 0.04% stake NEAR validator (thecoding.pool.near)

## Audience (inferred)
- status: present
- description: Web3 developers and blockchain enthusiasts focused on NEAR ecosystem, particularly those interested in smart contract security, on-ramp/off-ramp UX, and governance proposals
- roles: dev
- seniority: practitioner
- pain_points: Struggling to find reliable on-ramp solutions for testing NEAR transactions, Finding it hard to understand or participate in NEAR governance discussions, Lacking clear technical documentation for new NEAR protocol features
- posts_analysed: 3
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 56
- authenticity_basis: engagement_observed
- credibility_score: 71
- flagged_for_review: false
- koinon_bd_grade: B — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [x_vinibarbosabr#e0ce7873] My technical curiosity on @QuaiNetwork has been sitting in the back of my head for a while, but now the wait is over I've spent many hours in the past few days studying $QUAI and $QI to write this article here -- hope you all enjoy it and learn something https://t.co/eFfMxWuJMl (https://twitter.com/vinibarbosabr/status/2073449997450850433)
- [x_vinibarbosabr#efc55ec3] just bought 5.67 $NEAR on @0xramplabs + testing the BUY (on-ramp) path for the first time + previously, only the SELL (off-ramp) path was enabled everything is working flawlessly! we will soon launch the v0.9.0 release and open for public beta testing, collecting feedback from re
- [x_vinibarbosabr#36e49800] 🏛️ @ilblackdragon started a very interesting discussion on the NEAR Governance Forum, proposing a Sovereign Fund and some (more) economic changes to the protocol. Here's what I think about it ↓ ## Intro I've spent the last 3 days thinking about this proposal and have read it a f

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=110, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.5, freshness_days=76, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=110, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=110, method=platform_profile

## Freshness
- profile_checked_days_ago: 110
- content_analysed_days_ago: 76
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 10
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=x_vinibarbosabr
- Request removal: https://koinonlink.com/claim?k=x_vinibarbosabr
- Terms: https://koinonlink.com/for-ai