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Blog post: The ground truth, made executable - #285

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yavorpanayotov merged 44 commits into
juxt:mainfrom
yavorpanayotov:yavor/policy-format-blog-post
Jul 28, 2026
Merged

Blog post: The ground truth, made executable#285
yavorpanayotov merged 44 commits into
juxt:mainfrom
yavorpanayotov:yavor/policy-format-blog-post

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Third post in the agent-loop series, following #268 (AI agents in banking operations). It implements the flow that post designed: a written reconciliation policy becomes an Allium specification via the /allium loop, with the two questions the prose leaves open answered by the policy owner on the record, then configuration the business owns, a deterministic checker the loop implements against the spec's obligations, and a five-tool agent that reads the case and its history but has no path to the policy. Ends with version pinning and the open questions.

For preview and sharing before publication.

Known follow-ups before merging: set the final publishedDate, re-capture the B-1002 transcript from a live run against the finished CLI, and push the demo repository the closing links (github.com/juxt/recon-agent-demo).

🤖 Generated with Claude Code

Third post in the agent-loop series. Implements the flow the banking
post designed: a written reconciliation policy becomes an Allium
specification via the /allium loop (with the open questions the prose
leaves answered by the policy owner), then configuration, a
deterministic checker, and a five-tool agent that reads the case but
never the policy. Includes the new hero image.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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yavorpanayotov and others added 28 commits July 27, 2026 00:25
The escalation transcript is now verbatim from a headless subscription
run at the fixed demo clock, including the agent's own findings text.
Surrounding prose updated to match the real call order, where the check
ruled before the agent read the history.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Cut the prose flow recap that triple-told what the lede and the diagram
already cover, moved the flow diagram up to take its place, and gave the
versioned configuration its own box feeding the check so the diagram
shows all three deterministic parts the text counts.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
yavorpanayotov and others added 15 commits July 28, 2026 08:30
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
@yavorpanayotov
yavorpanayotov merged commit 2fcc409 into juxt:main Jul 28, 2026
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