KDCube

Engineering

Deep dives from building an event-first, multi-user AI platform.

46 articles · latest 2026-07-18

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The Self-Governing ReAct Round: State Machine, Live Gates, and Honest Feedback

A KDCube ReAct turn is a state machine that runs the model, watches what it generates as it streams, decides in real time what may reach the user, and — when something goes wrong — tells the model exactly what happened before asking it to continue.

ReAct state machineaction overseerstreaming gatesmodel feedbackonline governance
2026-07-17

Data In Motion: The Data Bus And The Live Relay

How KDCube apps move state: the durable Data Bus for inbound changes, the live relay streaming to watchers, and the scene bridge into embedded widgets.

data buslive relayredis streamsscene bridgeat-least-once
2026-07-16

Build an AI App with KDCube

What you actually write for a KDCube app: four starting points, the runtime services around each, and the point where the work stays yours.

app authoringsurfacesdescriptorchat turnreactive events
2026-07-15

Your LangGraph Agent in KDCube

A working agent is product IP, not migration debt. Preserve its LangGraph core and add a bounded async host layer for ordered turns, streaming, user-bound state, and reload.

langgraphhosted agentexecute_coreturn workspaceordered delivery
2026-07-14
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