# jagger_b (@jagger_b) on tiktok

- id: koinon:creator:tiktok_jagger_b
- url: https://koinonlink.com/kol/tiktok/jagger_b
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: jagger_b
- platform_url: https://www.tiktok.com/@jagger_b
- country: Australia
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 8471
- following: 4
- posts_observed: 266
- verified: false
- size_tier: nano

## 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: 0.95
- category_source: derived_from_recent_content
- topics: Free/local Claude Code setups with Ollama, Claude agents and multi-agent orchestration, Prompt/loop engineering and context management, AI coding tools and alternatives to paid platforms, Building AI products and startups with minimal cost

## Audience (inferred)
- status: present
- description: AI developers, indie hackers and practitioners building with Claude, agents and local LLMs, mainly looking for free or low-cost coding workflows
- roles: dev
- seniority: practitioner
- pain_points: Paying monthly for Cursor/Claude subscriptions, Losing context when switching models or long sessions, Wanting to run advanced Claude features locally without API costs, Struggling to productionize multi-agent setups and skills
- posts_analysed: 100
- confidence: 0.9

## 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: 43
- authenticity_basis: profile_shape_only
- credibility_score: 43
- 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
- [tiktok_jagger_b#c077cd5b] Part 26 | Comment "Dev" Build full-stack web apps instantly with AI for FREE. OneDev offers free, browser-based coding with GPT-4, Claude, and Gemini. Ideal for developers, indie hackers, and startups seeking rapid prototyping and internal tool creation. #aicoding #aicoder #vonde (https://www.tiktok.com/@jagger_b)
- [tiktok_jagger_b#3ed28f0a] original sound - jagger_b
- [tiktok_jagger_b#dcfcb299] It is a becoming a big trend on TikTok now! Click here: aicoding
- [tiktok_jagger_b#9b8a87ec] Check out jagger_b’s video! #TikTok >
- [tiktok_jagger_b#6b7e645e] Search:
- [tiktok_jagger_b#469ebd83] one dev ai platform
- [tiktok_jagger_b#fc142714] COMMENT “AI” I used to pay $20/month for AI dev tools. Not anymore. DAY 10 of posting about AI every single day. There’s a new platform called Trae AI - and it’s completely FREE. It gives you unlimited access to powerful AIs like Claude 3.7 Sonnet and ChatGPT 4o (y

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=26, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=26, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=26, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=1, 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=0, 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=1, 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=1, method=platform_profile

## Freshness
- profile_checked_days_ago: 1
- content_analysed_days_ago: 0
- audience_updated_days_ago: 26

## AI retrieval
- indexing_requests: 1
- 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=tiktok_jagger_b
- Request removal: https://koinonlink.com/claim?k=tiktok_jagger_b
- Terms: https://koinonlink.com/for-ai