# Alain Martin (@0xalain_) on x

- id: koinon:creator:x_0xalain_
- url: https://koinonlink.com/kol/x/0xalain_
- schema_version: 1.4

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

## Reach
- followers: 1385
- following: 1595
- posts_total: 1229
- posts_observed: 3
- posts_per_day: 1.389
- account_age_days: 885
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.01372
- best_post_interactions: 19
- 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: software
- subcategory: ai_tools
- category_confidence: 0.8
- category_source: derived_from_discovery_path
- topics: Remote job opportunities, AI engineering skills, Career growth in AI and Web3, Tech hiring trends
- bio: Sharing opportunities, tech learnings & what I build • AI, data & Web3 • @zscdao @IntersectMBO

## Audience (inferred)
- status: present
- description: Remote job seekers and early-career professionals in tech, especially those interested in AI, data, and Web3 roles
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to stand out in competitive remote tech job markets, Finding it hard to transition into AI/data/Web3 roles without prior experience, Not knowing which technical skills are most valuable for AI engineering positions
- posts_analysed: 4
- 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: 36
- authenticity_basis: engagement_observed
- credibility_score: 36
- 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_0xalain_#9e947daa] AI makes you more productive. It also creates three bad habits. 1. You stop reading deeply. You trust AI summaries instead of reading the original source. You let agents edit files without checking the changes. 2. You let AI steal your attention. You open ChatGPT or (https://twitter.com/0xalain_/status/2072857294505980386)
- [x_0xalain_#80c9a8b4] 18 skills that separate AI engineers from everyone else. 1. Reduce AI costs across model tiers 2. Cut latency with smart caching 3. Build evaluation frameworks 4. Design fault tolerant AI systems 5. Add security guardrails 6. Scale vector databases 🔖Bookmark & Repost.
- [x_0xalain_#187f6b70] 🚨 Remote Career Drop Clipboard Health is hiring a Customer Support Specialist. 🌍 Fully Remote 🎓 Fresher friendly 💼 Full-time 💰 Competitive salary Why this role stands out: • No software engineering background required. • Great entry point into remote work. https://t.co/swR8R
- [x_0xalain_#26b2fa6f] 🚨 Remote Opportunity https://t.co/fCfk8zIBQU is hiring a Head of

## 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=27, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=27, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=27, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=84, 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=84, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=118, 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=84, 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=118, 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=118, method=platform_profile

## Freshness
- profile_checked_days_ago: 118
- content_analysed_days_ago: 84
- audience_updated_days_ago: 27

## AI retrieval
- indexing_requests: 7
- 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_0xalain_
- Request removal: https://koinonlink.com/claim?k=x_0xalain_
- Terms: https://koinonlink.com/for-ai