Building Shoots: a hybrid event-driven agent system for photography

说明与用途

Shoots 是一个自动化照片分析系统，采用混合代理和 Pub/Sub 架构，确保结果可复现且透明。

问题

Photographers need a system that can automatically review and provide evidence-backed feedback on their photos without relying on opaque model decisions.

结果

Shoots delivers a reproducible, auditable photo review pipeline that limits model authority, ensures safe retries, and provides evidence-backed feedback to photographers.

工作流

• Upload photo → create durable Run
• Ingest stage processes media
• Analyst panel reads Shot with multiple readers
• Cartographer and Judge analyze results
• Scribe writes Shoot Record
• Optional Experiment offered

证据

The model panel reads a single Shot. The system around it does the work: it creates a durable Run, moves tiny events through independently retryable stages, re-reads state at every boundary, records every outcome, and only settles a Shoot after every member Run is accounted for.

来源

I use Gemini 3.7 Flash for bounded visual interpretation and writing. Deterministic code owns evidence rules, state changes, and anything that sounds like a fact.

来源