Orchestra AI by Hyperdrift · Field notes
See what happens when agents become part of the work. Accounts of the systems we built, the decisions we kept, and what your business could do with the same ideas.
01 / Begin here · Recorded demonstration
Helm separates diagnosis from action and confines disruptive operations to drill services. The demonstration makes agent authority visible, inspectable and worth discussing before deployment.
Step onto the Bridge →Priorities / Standup
Standup reads public GitHub activity and returns a short, evidenced set of priorities. Its ordering rule shows what makes an AI brief useful enough to act on.
Public projectAI engineering / Databases and agent state
Compare Lakebase’s Postgres approach with MongoDB and Cosmos DB document models: relationships, transactions, use cases and when Databricks integration matters.
Illustrative decision guideAI engineering / Streaming and event contracts
LangChain supplies agent updates; Databricks AppKit adds an integrated app server and agent host. Compare streaming, SSE, approval and recovery responsibilities.
Illustrative architecture guideConversation / Hyperdrift First Officer
A chief of staff walks in and says: three things need you today. We built that for a one-founder fleet. You talk, it answers in under a second, an agent acts, and it reports back.
Live, and open sourceHistory and human capability / UI and accessibility
New interfaces can remove work or move it into checking and correction. A historical argument for judging the whole task.
Historical synthesisAccessibility today / UI and accessibility
An accessible button is useful. An accessible way to finish is the point. What the current evidence tells us about agents and access.
Research and proposed evaluationWebMCP and shared state / UI and accessibility
WebMCP lets a page expose actions to a browser agent. Radar shows how that can keep the person and agent working in the same place.
Radar implementation and draft specificationTraction / First Officer / UI and accessibility
A Cargo recovery request becomes an action, a checked result and a spoken report. What this bounded demonstration can teach app designers.
Recorded sandbox demonstrationVoice through MCP / UI and accessibility
Dictating to an assistant can become a way to direct connected tools. Our proposed experiment starts with a scoped read and a draft.
Proposed experimentThe future of UI / UI and accessibility
Speak, inspect, correct and continue. A future interface should preserve the task when the person changes how they interact.
Design position and research agenda