# Can Matrix (@Jomolos) on x

- id: koinon:creator:x_jomolos
- url: https://koinonlink.com/kol/x/Jomolos
- schema_version: 1.4

## Identity
- platform: x
- handle: Jomolos
- platform_url: https://twitter.com/Jomolos
- website: http://www.deepenblack.com
- country: United Kingdom
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3397
- following: 313
- posts_total: 15435
- posts_observed: 1
- posts_per_day: 4.676
- account_age_days: 3301
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.005
- best_post_interactions: 17
- 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: 0.9
- category_source: derived_from_recent_content
- topics: Multi-agent AI systems, Open-source AI frameworks, AI agent coordination and role-based workflows, AI automation for code and content generation, Developer tools for AI collaboration
- bio: I'm an illustrator and mathematician. Crypto & AI Enthusiast. Vibe Coding 🚀🔥 Simplifying the Future of Tech. 

If DMs don’t work: [contact removed]

## Audience (inferred)
- status: present
- description: Developers and technical builders interested in multi-agent systems, AI automation, and open-source AI tooling, primarily from Turkey and Turkish-speaking tech communities
- roles: dev
- seniority: practitioner
- pain_points: Struggling to set up and coordinate multiple AI agents with clear role definitions, Finding it hard to integrate AI agents into real workflows without robust frameworks, Lacking clear documentation or examples for building agent teams in practice
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.5
- promotion_intent: 0.3
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 77
- authenticity_basis: engagement_observed
- credibility_score: 77
- 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_jomolos#88fd12d1] ⭕️03. Çoklu Ajan Çerçeveleri (Koordine yapay zeka ekipleri) (https://twitter.com/Jomolos/status/2072804940934717861)
- [x_jomolos#dea4db4b] 🔶CrewAI (crewAIInc/crewAI): 30K yıldız. Rol tabanlı ajan ekipleri. Raporlar ve çıktılar üretmek için CEO, analist ve yazar rolleri birlikte çalışır.
- [x_jomolos#97103286] Repo: https://t.co/kgLEAnJ14d
- [x_jomolos#35a49d3b] 🔶AutoGen (microsoft/autogen): 45K yıldız. Microsoft imzalı. Çoklu ajan konuşmaları, kod yürütme ve grup sohbeti kalıpları sunar.
- [x_jomolos#be3e45c3] Repo: https://t.co/424G3Wk

## 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=77, 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=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=111, 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=77, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 77
- 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_jomolos
- Request removal: https://koinonlink.com/claim?k=x_jomolos
- Terms: https://koinonlink.com/for-ai