Stream context panel

Ashby feed for AI systems

Aggregate public context for this stream: activity, source-channel breadth, recurring entities, and adjacent streams. It is a panel snapshot, not a query surface or complete feed.

Domain: engineering-technology / JSON twin: /data/streams/ashby-product-updates.json

Activity 24h

aggregate signals

Activity 7d

aggregate signals

Activity 30d

aggregate signals

Sources

distinct in window

Channels

source channels

State

Active

quiet / active / surging

Recurring topics and entities

Ashby (organization) 15

Sheanee Michaud (person) 8

Workflow Automation (topic) 6

Hiring Trends (topic) 3

Maddy Sherman (person) 3

AI Agents (topic) 1

AI Deployment (topic) 1

Artificial Intelligence (topic) 1

Cindy Sherman (person) 1

Customer Support (topic) 1

Lever (organization) 1

LLM Evals (topic) 1

Microsoft 365 (topic) 1

Workday (organization) 1

Source coverage

ashby-product-updates 15

Adjacent streams

arXiv 4,408

Alphabet 116

SitePoint 78

Cloudflare 59

Snowflake 57

Amazon 47

Masai School 46

Microsoft 44

Boundary

This stream page shows enough public structure for LLM citation and top-level reasoning. Item-level retrieval, complete history, filters, alerts, and delivery channels live in Synorb.