DTaaS viz: live + replay dashboard (Explorer and standalone) and architecture figure - #7

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andre-merzky wants to merge 40 commits into

BenCarter44:mainfrom

andre-merzky:feature/dtaas-viz

Commits on Aug 15, 2026

Namespaced topics, stream teardown, embeddable broker

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Runtime lifecycle: terminal stop, failure state, describe()

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Packaging: real dependencies, exports, pytest/tox scaffolding

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Unit tests for teardown, namespacing, streams and broker

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Migrate the demos to the M0 API

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Harden the broker launcher stop path

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Review findings: stream resilience and join-safe teardown

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1dbddfa

Commits on Aug 16, 2026

docs: add the DTaaS v1 plan and the P0 liveness-scoped-calls plan

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d8e42f4

Commits on Aug 17, 2026

A stream endpoint a task can carry: PubSubConfig

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A component failure stops the twin

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The graph opens at its input edge: external channels

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Plan: sensors are external, add_input is the entry path

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Bounded stream connect, embedded broker addresses, public get_inference

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The dt ORBIT plugin: sessions, twins, client, wire format

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Port the remote demo to the dt plugin, retire the ZMQ prototype

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Tests for the dt plugin: units plus a live-stack integration suite

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Check in the in-situ latency harness and document the service

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Keep the service tests skippable, and propagate real cancellations

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Review findings: decode later, bound harder, own the engine build

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A ROSE streaming learner that lives and dies with its twin

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The 'exsitu' engine: dual-engine twins, and a visible endpoint loss

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A demo where the model visibly changes under the prediction

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Tests: a learner on a second endpoint, and a loss that is not silent

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Document the second engine and what a lost endpoint looks like

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Review findings: a loss that outlives its announcement

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A second data plane: the ORBIT-backed pubsub backend

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Unit tests for the orbit backend, against a loopback event router

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A live stack whose data plane is ORBIT, and no ZMQ broker in it

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What the token domain costs a stream hop

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Document the second data plane, and what it closes

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A waiter woken by close() gets the closed-client error

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Review findings: the third queue, a stranded waiter, an explicit backend

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test: the travelled config gained the orbit broker field

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The ORBIT plane carries external channels too

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A dashboard that replays what the service did

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The same dashboard, against a live broker

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The dashboard as the dt plugin's Explorer page

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Review findings: rounding by magnitude, and three unbounded things

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docs: high-level architecture figure for slides

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Every task arc leaves the twin that submitted it

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