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[northstar] Stage 4 — annotation round-trip: annotations → .ail via LLM mediator #39

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opened 2026-05-29 17:44:21 +02:00 by Brummel · 0 comments
Brummel commented 2026-05-29 17:44:21 +02:00
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Stage 4 of the visual-dataflow-authoring north star (see milestone).

Capability. An annotation placed on the visualization flows back, through an LLM mediator, into a correct .ail change — robust enough that a non-programmer trusts it, since it is the only bridge the user has to the code.

Inherits the prose / merge-prose round-trip pattern (docs/PROSE_ROUNDTRIP.md).

depends on: stage 1 (dataflow-projection, as the annotation substrate), the prose round-trip pattern
context: the human-trust bar is higher than prose's developer-facing bar

Stage 4 of the **visual-dataflow-authoring** north star (see milestone). **Capability.** An annotation placed on the visualization flows back, through an LLM mediator, into a correct `.ail` change — robust enough that a non-programmer trusts it, since it is the only bridge the user has to the code. Inherits the `prose` / `merge-prose` round-trip pattern (docs/PROSE_ROUNDTRIP.md). depends on: stage 1 (dataflow-projection, as the annotation substrate), the prose round-trip pattern context: the human-trust bar is higher than prose's developer-facing bar
Brummel added this to the visual-dataflow-authoring milestone 2026-05-29 17:44:21 +02:00
Brummel added the idea label 2026-05-29 17:44:21 +02:00
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Reference: Brummel/AILang#39
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