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code-walkthrough: replace agent drafts, faster visuals, bump to 1.3.0 - #61
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post_draft_comments items take an optional `replaces` (id of an existing local draft). The page creates the new draft first, then removes the old one, so revising a draft no longer leaves two. The agent prompt tells it to use `replaces`. Visuals ran as one serial LLM call for the overview and every group, 26 to 101 s on recent runs (101 s of a 163 s run on PR 74). Now it's one call for the overview and one per group, up to 4 at once. A failed group is dropped, the rest is kept. Total picture size is still capped, and problems are stored on the visuals step.
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October 30, 2026 08:37
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Overview concepts and the glossary follow in separate PRs.
Drafts. The agent could only add draft comments, so a rewrite left the old one behind.
post_draft_commentsnow acceptsreplaces: <draft id>. Unknown, posted, GitHub and duplicate ids reject the call. The page makes the new draft first, then deletes the old one.Visuals speed. Measured on six recent runs,
visualstook 26 to 101 s and was the last serial step. It's now one overview call plus one call per group, up to 4 in parallel. A failing group is dropped without failing the rest. Cost: every call carries the full diff context, so input tokens grow with the number of groups.Tests. 337 passed in test_cw_run, test_visuals, test_cw_llm. Draft tests in test_cw_mcp pass.
test_cw_ask.py::test_full_turn_is_wrapped_in_bwrap_when_availablefails in my sandbox (it needs a directory under ~/.claude/projects), not checked on a clean checkout. The browser side ofreplaceswas not exercised in a real browser.