Bill Exception AI Agent
Row-level security under a tenant-scoped manager. One missing filter in code does not leak rows. Row-level security under a tenant-scoped manager. One missing filter in code does not leak rows.
Trade-off: Row-level security under a tenant-scoped manager. One missing filter in code does not leak rows.
domain-driven-designevent-drivenfastapipostgresqlpythondockerevalsai-agenttypescript
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Event Driven Risk Segmenter
Transactional outbox, not publish-after-commit. A crash between commit and publish cannot lose an event. Transactional outbox, not publish-after-commit. A crash between commit and publish cannot lose an event.
Trade-off: Transactional outbox, not publish-after-commit. A crash between commit and publish cannot lose an event.
domain-driven-designevent-drivenfastapipostgresqlpythondockerevalsai-agenttypescript
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Camp Guest AI Agent
A code rule, not the LLM, catches life-safety words. An emergency reply never waits on a model verdict. A code rule, not the LLM, catches life-safety words. An emergency reply never waits on a model verdict.
Trade-off: A code rule, not the LLM, catches life-safety words. An emergency reply never waits on a model verdict.
domain-driven-designevent-drivenfastapipostgresqlpythondockerevalsai-agenttypescript
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Nish Odometer Service
Not sure means an error, never a guess. Blur is checked in code, not left to the model. Not sure means an error, never a guess. Blur is checked in code, not left to the model.
Trade-off: Not sure means an error, never a guess. Blur is checked in code, not left to the model.
domain-driven-designevent-drivenfastapipostgresqlpythondockerevalsai-agenttypescript
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Ebookdrop
Sandboxed conversion with a timeout and a content type check. A malformed file cannot attack the converter. Sandboxed conversion with a timeout and a content type check. A malformed file cannot attack the converter.
Trade-off: Sandboxed conversion with a timeout and a content type check. A malformed file cannot attack the converter.
domain-driven-designevent-drivenfastapipostgresqlpythondockerevalsai-agenttypescript
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AI News Ingest Service
One article per canonical URL, no title-similarity dedup. A short title cannot merge two stories. One article per canonical URL, no title-similarity dedup. A short title cannot merge two stories.
Trade-off: One article per canonical URL, no title-similarity dedup. A short title cannot merge two stories.
domain-driven-designevent-drivenfastapipostgresqlpythondockerevalsai-agenttypescript
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