# 程序员的那些事 (@程序员的那些事) on wechat

- id: koinon:creator:wechat_程序员的那些事
- url: https://koinonlink.com/kol/wechat/%E7%A8%8B%E5%BA%8F%E5%91%98%E7%9A%84%E9%82%A3%E4%BA%9B%E4%BA%8B
- schema_version: 1.4

## Identity
- platform: wechat
- handle: 程序员的那些事
- platform_url: https://weixin.sogou.com/weixin?type=1&query=%E7%A8%8B%E5%BA%8F%E5%91%98%E7%9A%84%E9%82%A3%E4%BA%9B%E4%BA%8B
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- posts_observed: 84
- verified: false
- size_tier: nano

## Engagement
- status: not_measurable_on_platform
- status_note: This platform publishes no follower count, so an engagement RATE has no denominator here. No amount of further collection can produce one — it is a property of the platform, not a gap in our data.
- 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: devtools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: 程序员职业故事与创业经历, AI技术应用与影响, 行业新闻与腾讯等大厂动态, 软件开发工具与指南, 技术热点事件分享

## Audience (inferred)
- status: present
- description: Chinese programmers and IT professionals, primarily developers interested in industry news, career development, and AI applications
- roles: dev
- seniority: practitioner
- pain_points: Financial risk from AI startup failures draining savings, Skill anxiety after traditional antivirus/development tools become obsolete, Impact of industry whitepapers and policy changes on job stability, Increased competition from fast-rising newcomers like high school students
- posts_analysed: 5
- 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: 60
- authenticity_basis: platform_default
- flagged_for_review: false
- koinon_bd_grade: A — 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
- [wechat_程序员的那些事#a6bd12eb] 曾经的装机必备淡出江湖?你还需要杀毒软件吗 (https://weixin.sogou.com/weixin?type=1&query=%E7%A8%8B%E5%BA%8F%E5%91%98%E7%9A%84%E9%82%A3%E4%BA%9B%E4%BA%8B)
- [wechat_程序员的那些事#e908ad4b] 17 岁高中生独立开发全球疫情追踪网站火了!
- [wechat_程序员的那些事#6da1ba22] 程序员口述:AI 创业两年,积蓄花光,重新写代码
- [wechat_程序员的那些事#aec8899d] 刚刚,腾讯发布了一个重磅白皮书!和程序员有关
- [wechat_程序员的那些事#cdeb340f] 趣图:软件开发指南
- [wechat_程序员的那些事#079c6906] 一人两月,开发一个类似京东的APP ?
- [wechat_程序员的那些事#a6489105] 开发一个这样的 APP 要多长时间?
- [wechat_程序员的那些事#c034f123] 趣图:我敢打赌,很多程序员搞副业创业都有这样的经历

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=56, 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=56, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=39, 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=56, method=Fixed value 60. This platform exposes no public follower count, so no authenticity heuristic is run at all. The number is a placeholder, not a measurement. — 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=39, method=llm_partner_fit_classifier + fit_score >= 0.5 => A; >= 0.35 => B; else C. authenticity is not an input. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=39, method=platform_profile

## Freshness
- profile_checked_days_ago: 39
- content_analysed_days_ago: 56
- audience_updated_days_ago: 76

## 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=wechat_%E7%A8%8B%E5%BA%8F%E5%91%98%E7%9A%84%E9%82%A3%E4%BA%9B%E4%BA%8B
- Request removal: https://koinonlink.com/claim?k=wechat_%E7%A8%8B%E5%BA%8F%E5%91%98%E7%9A%84%E9%82%A3%E4%BA%9B%E4%BA%8B
- Terms: https://koinonlink.com/for-ai