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Add the October 31 code-audit evaluation to the landing page - #259

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Oct 31, 2026
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@m1rl0k m1rl0k commented Oct 31, 2026

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Adds a second results row to the landing-page evaluation section, next to the unchanged October 20 navigation results.

Code audits · 60 tasks in Go and TypeScript · October 31, 2026: Claude Sonnet 5.5 with and without Context Engine, 30 Gitea (Go) and 30 cal.com (TypeScript) audit tasks, one run each, paired:

Per task Without CE With CE Change p
Tool calls 14.4 10.6 −26% < 0.001
Agent turns 15.4 11.6 −25% < 0.001
Model cost $0.185 $0.146 −21% < 0.001
Time 118 s 88 s −25% 0.002

The p-values come from task-level sign-flip permutation tests.

The row shows tool calls, time and cost; turns are in the method note. e2e/demo.test.ts now checks both rows and the audit method text.

Verified: npx playwright test e2e/demo.test.ts (4 passed); desktop screenshot checked.

🤖 Generated with Claude Code

Second results row: 60 paired audit tasks (Gitea Go + cal.com TypeScript), Claude Sonnet 5.5. Tool calls -26%, time per task -25%, model cost -21%. The October 20 navigation row is unchanged; the e2e test checks both rows.
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m1rl0k merged commit 7ef2e5c into test Oct 31, 2026
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m1rl0k deleted the site/oct31-audit branch October 31, 2026 13:36
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