feat(adaptive): tinyflows-adaptive — select or author, run anywhere, judge, learn - #55

Merged

senamakel merged 38 commits into

tinyhumansai:mainfrom

sanil-23:feat/adaptive-loop

Aug 17, 2026

Commits on Aug 14, 2026

feat(adaptive): the loop crate beside the engine

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feat(adaptive): the ledger, on sqlite or mongo

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feat(adaptive): intake — select a stored workflow, or author one

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feat(adaptive): host facts — refuse a gated capability at author time

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feat(adaptive): the closing layer — judge, record, consolidate, repair
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fix(docs): bindings are =expr, not ={{ ... }} — and teach the author
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feat(adaptive): the execute layer — run one attempt, observed
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feat(adaptive): the Runner port — local or relayed, one contract
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feat(adaptive): tenant scoping on the ledger handle
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feat(adaptive): promotion — a family is one row, and score picks it
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feat(adaptive): the retry edge — planners see the past, and it is honest
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test(adaptive): pin the wire surface, and the casing seam inside it
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docs(adaptive): the contract surface an external process touches
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feat(adaptive): episode checkpoints, the Loop handle, and the inference tier
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Commits on Aug 15, 2026

Commits on Aug 16, 2026

fix(adaptive): score the lessons a planner was actually shown
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c7937aa

Commits on Aug 17, 2026