Scoup Orion
Internal tooling for the Scoup pipeline
Writeups Pipeline
Writeups Pipeline
Pipeline Overview
Pipeline health: redis queues, stuck steps, story matrix, writeups & recommendations lag.
Writeups Pipeline
Token Usage
LLM token spend across providers, buckets, and users.
Writeups Pipeline
Other Usage
Search cache and provider usage outside token metering.
Writeups Pipeline
Content Counts
Item counts by bucket, newsletter, and user over time.
Writeups Pipeline
Prompts
Narrative and PCA prompt management.
Writeups Pipeline
Inference Workbench
Resync, unpublish, delete, reprocess writeups, and edit story sources.
Writeups View
Writeups View
All Stories
Today’s stories across your buckets, grouped by keyword bucket.
Writeups View
Newsletters
Newsletter issues and their bucket coverage.
Writeups View
Direct Lookup
Look up stories, buckets, newsletters, reports, or raw source items by id or link.
Writeups View
Reports
Open, upload, and requeue generated recommendation reports.
Unified Usage
Unified Usage
LLM & Embeddings
Cost, token, and call volume across LLM and embedding providers (deepseek, openai, ...), by project and environment, with trend forecasts.
Tools
Tools
Dossier Management
Persona dossier chunk coverage across Postgres and Elasticsearch.
Tools
Mailer Observability
LLM run traces, summaries, and combined output for the newsletter mailer.
Tools
Leaky Bucket
Observability for the leaky bucket dashboard.
Tools
Pricing Calculator
Model plan pricing against real token, cost, and content-volume data.
Tools
Data Warehouse Chat
Chat with Scoup, an AI agent that queries the Postgres data warehouse.