# White Rabbitx 🏴‍☠️ (@TheRabbitPy) on x

- id: koinon:creator:x_therabbitpy
- url: https://koinonlink.com/kol/x/TheRabbitPy
- schema_version: 1.4

## Identity
- platform: x
- handle: TheRabbitPy
- platform_url: https://twitter.com/TheRabbitPy
- country: Germany
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1460
- following: 487
- posts_total: 15533
- posts_observed: 12
- posts_per_day: 66.665
- account_age_days: 233
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00274
- best_post_interactions: 4
- 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: 0.9
- category_source: derived_from_recent_content
- topics: AI security vulnerabilities, Hardware wallet exploits, Threat modeling with AI, Error handling in AI-generated code, Founder burnout in hacker communities, Regulatory battles around AI ethics
- bio: Security Engineer who reads 50 blog posts so you don't have to · If it's vulnerable, I'll tweet it first · Building an army of infosec degenerates 🐇🏴‍☠️

## Audience (inferred)
- status: present
- description: Infosec professionals and security engineers focused on real-world vulnerabilities, especially those dealing with AI-related security risks and crypto/hardware wallet flaws
- roles: none
- seniority: practitioner
- pain_points: Struggling to keep up with rapidly evolving AI-generated code that introduces hidden security flaws, Fearing supply chain risks from untrusted or poorly audited dependencies installed by AI tools, Concerned about the lack of proper error handling and transparency in AI-assisted systems
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 47
- authenticity_basis: engagement_observed
- credibility_score: 47
- 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_therabbitpy#2d486987] AI doesn’t just skip edge cases, it rounds them off for performance (https://twitter.com/TheRabbitPy/status/2070890778881126795)
- [x_therabbitpy#2befdfa9] I let AI manage dependencies and now my threat model includes ‘whatever it felt like installing‘
- [x_therabbitpy#f130ef6a] Coldcard Hardware Wallet Flaw Linked to $70 Million Bitcoin Theft in 41 Minutes https://t.co/Gh7tjZlHzf
- [x_therabbitpy#d6382f08] I asked AI for constant-time crypto and it returned instantly with something very questionable
- [x_therabbitpy#18a66672] AI wrote my error handling so well it handles errors by not mentioning them
- [x_therabbitpy#01b60bdb] Sam Altman is still making the case for parenting via ChatGPT https://t.co/KzluIpM69r
- [x_therabbitpy#235b832a] Inside the London hacker house taking a stand against founder burnout https://t.co/sFUvNk8VkU
- [x_therabbitpy#49eb2ebb] Judge denies xAI’s request to block Minnesota ban on ‘nudify’ apps https://t.co/F2JgWhPJ9L

## 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=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=117, 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=80, 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=117, 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=117, method=platform_profile

## Freshness
- profile_checked_days_ago: 117
- content_analysed_days_ago: 80
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 8
- 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_therabbitpy
- Request removal: https://koinonlink.com/claim?k=x_therabbitpy
- Terms: https://koinonlink.com/for-ai