# adrian defi (@0xadriandefi) on x

- id: koinon:creator:x_0xadriandefi
- url: https://koinonlink.com/kol/x/0xadriandefi
- schema_version: 1.4

## Identity
- platform: x
- handle: 0xadriandefi
- platform_url: https://twitter.com/0xadriandefi
- website: https://adriandefi.substack.com
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2026
- following: 1340
- posts_total: 8400
- posts_observed: 8
- posts_per_day: 6.699
- account_age_days: 1254
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.01826
- best_post_interactions: 37
- 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: 0.95
- category_source: derived_from_recent_content
- topics: Bitcoin bear market duration and cycles, Perp DEX trading volumes and RWAs, Traditional yields and macro correlations, Crypto asset custody diversification
- bio: Crypto Analyst & Educator | TG Updates: https://t.co/1qZLWEZHWo

## Audience (inferred)
- status: present
- description: Crypto traders, DeFi investors, and market analysts focused on Bitcoin cycles, perp DEX volumes, and RWAs
- roles: none
- seniority: practitioner
- pain_points: Tracking real-time perp DEX volumes and RWA flows on platforms like Hyperliquid, Managing custody risk across multiple wallets during bear markets, Interpreting macro signals like 30Y yields alongside crypto price action, Identifying which fee-generating activities remain viable in prolonged downturns
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 57
- authenticity_basis: engagement_observed
- credibility_score: 57
- flagged_for_review: false
- koinon_bd_grade: C — 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_0xadriandefi#77cfb421] A while ago people laughed at me for diversifying crypto across several hardware wallets and addresses. Some called it overkill. Diversifying custody isn't paranoia. It should be best practice. (https://twitter.com/0xadriandefi/status/2070931673039122898)
- [x_0xadriandefi#823553c9] A $2 trillion round trip in 40 days, the 30 year at 5.21%, and a Bitcoin bear market only 261 days old. https://t.co/k0vaw3zCbR
- [x_0xadriandefi#6fd4a02a] In 2026 the only two fee lines still growing are a stock exchange and a Pokémon card shop. → 30Y yield: 5.21% → KOSPI: -44%, then +17% → $BTC bear: 261 days → $HYPE HIP-3: $23B weekly volume → $CARDS: <1x annualized net revenue Full breakdown in this week’s DeFi Alpha 👇 https
- [x_0xadriandefi#481cb7d0] @HyperliquidX did $45B in perp volume this week. $23B of that was RWAs through HIP-3. Every other perp DEX combined did $25 billion. Hyperliquid's RWA book alone is roughly the size of the rest of the perp DEX market combined. Second straight week RWAs outweighed crypto

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, 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=78, 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: 78
- audience_updated_days_ago: 67

## AI retrieval
- indexing_requests: 9
- 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_0xadriandefi
- Request removal: https://koinonlink.com/claim?k=x_0xadriandefi
- Terms: https://koinonlink.com/for-ai