Numan 使用 LangGraph 和 LangSmith 构建评估优先的 AI 健康教练
Open the event page ↗New at this step ·Numan builds eval-first AI health coach with LangGraph to avoid medical regulation pitfalls
- Reports in replay
- 1
- First-party
- 0
- Sources
- 1
Reports first seen at this step · 1
- LangChain Blog · Third-partyNuman builds eval-first AI health coach with LangGraph to avoid medical regulation pitfallsOriginal source ↗
Discovery-time replay; the linked graph and evidence share this cutoff. The full overview and activity remain current.
Event developments
1 developments10/19/2026, 11:06:38 PM
Numan builds eval-first AI health coach with LangGraph to avoid medical regulation pitfallsLangChain Blog
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Impact evidence & leads
Public reports provide reading leads, not proof of a policy action, supply disruption, company loss or market causation.
No verifiable impact leads or comparable market snapshots at this time; missing evidence does not establish no impact or official position.
Keyword leads from currently public reports, not verified policy states or supplier relationships. Copy may have been revised later; time replay is bounded.
Fact stations & layer labels
Every station carries a type label and a source drawer; keywords only decide where a fact is read. No causal arrows are drawn between layers.
- Unclassified fact stationOct 19, 23:06
Numan 使用 LangGraph 和 LangSmith 构建评估优先的 AI 健康教练
Evidence & revisions · 1 source records
- Subject：
- Numan
- Action：
- 使用 LangGraph 和 LangSmith 构建评估优先的 AI 健康教练
- Object：
- AI 健康教练 Nu
- Occurred (fact side)：
- not recorded
- Published (valid side)：
- Oct 19, 23:00
- First seen (known side)：
- Oct 19, 23:06
- (this clock's basis)
Fact stationSingle source · one-sided claimRevisedReport-time onlyCopy may have been revised later; time replay is bounded. Layer labels group reading only, not causation between layers.
Relations at this time
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