# Shubham SHARMA (@shubham_nocode) on instagram

- id: koinon:creator:instagram_shubham_nocode
- url: https://koinonlink.com/kol/instagram/shubham_nocode
- schema_version: 1.4

## Identity
- platform: instagram
- handle: shubham_nocode
- platform_url: https://www.instagram.com/shubham_nocode/
- website: https://sharma.fr/Youtube
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 28581
- following: 1060
- posts_total: 359
- posts_observed: 1
- verified: false
- size_tier: koc

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: 0.94
- category_source: derived_from_recent_content
- topics: Claude Code tips and advanced skills, AI agent building and monitoring, Token optimization techniques, New AI models and benchmarks vs real use, Agentic workflows and tooling
- bio: 🧠 Apprenez à utiliser l’IA dans votre Business
🎥 300k sur YouTube • Ingénieur dev
📚 Conférences & Consulting B2B

## Audience (inferred)
- status: present
- description: Developers and AI engineers building agents and coding workflows with Claude, mainly technical practitioners integrating AI tools into their dev processes
- roles: automation
- seniority: practitioner
- pain_points: Wasting large amounts of tokens on inefficient Claude usage, Building and monitoring unreliable or buggy AI agent systems, Getting poor or inconsistent results from wrong AI prompting patterns, Keeping up with rapid new model releases and real-world application gaps
- posts_analysed: 12
- confidence: 0.4

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

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- 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
- [instagram_shubham_nocode#a5a681b5] L’erreur sur les MCP qui vous coûte en token #mcp #claudecode (https://www.instagram.com/shubham_nocode/)
- [instagram_shubham_nocode#19ca18b6] Une armée d’agents IA qui analyse vos bugs et failles de sécurité #claudecode #ultrareview
- [instagram_shubham_nocode#497c9f5e] Attention, voilà l’arnaque avec l’intelligence artificielle que vous allez recevoir dans les jours à venir ! ⬆️ L’interview complète est dispo sur YouTube et toutes les plateformes de podcast 🔥 #legend #legendmedia
- [instagram_shubham_nocode#0af7b698] Vous utilisez l’IA à l’envers (et c’est pour ça que vos réponses sont bancales) : AskUserQuestionTool
- [instagram_shubham_nocode#1923aadb] Je viens de coder un truc de fou 🤯 interface de monitoring pour mes agents Claude code #agentic #claudecode
- [instagram_shubham_nocode#03bbc66f] Économisez 75% de vos tokens sur Claude grâce à ce plugin
- [instagram_shubham_nocode#fb7a2cb3] 5 skills Claude que peu de gens connaissent qui changer votre manière de travailler (vidéo full montée par hyperframe) #skills #claude #claudecode
- [instagram_shubham_nocode#2192b087] Votre IA devient bête après 40% 🥴 #ia #gemini #claude #chatgpt #contextwindow

## 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=54, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=54, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=54, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=54, 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=54, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=106, 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=0.25, freshness_days=54, 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=106, 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=106, method=platform_profile

## Freshness
- profile_checked_days_ago: 106
- content_analysed_days_ago: 54
- audience_updated_days_ago: 54

## 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=instagram_shubham_nocode
- Request removal: https://koinonlink.com/claim?k=instagram_shubham_nocode
- Terms: https://koinonlink.com/for-ai