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New post: iterative self-improvement#34

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New post: iterative self-improvement#34
tedspare wants to merge 5 commits into
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post/iterative-improvement

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@tedspare tedspare commented Jun 1, 2026

Visual-heavy experiment post building on the colocated-agent theme. Three demos of a long-running agent improving its own work:

  • UI: Claude Code de-slops a mobile landing page over 4 screenshot/critique passes
  • Perf: a React dashboard benchmarked in-browser, 13x mount / 90x filter speedup while unit tests stay green
  • Onboarding: computer-use walkthroughs that smooth a 5-step flow across 3 GIF iterations

Includes the skill.md evolution from naive prompt to a polished copyable snippet. All screenshots, benchmark numbers, and GIFs are from real agent runs.

Visual-heavy experiment post building on the colocated-agent theme.
Three demos of a long-running agent improving its own work:
- UI: Claude Code de-slops a mobile landing page over 4 screenshot/critique passes
- Perf: a React dashboard benchmarked in-browser, 13x mount / 90x filter speedup while unit tests stay green
- Onboarding: computer-use walkthroughs that smooth a 5-step flow across 3 GIF iterations

Includes the skill.md evolution from naive prompt to a polished copyable snippet.
All screenshots, benchmark numbers, and GIFs are from real agent runs.
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vercel Bot commented Jun 1, 2026

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New route /blog/iterative-self-improvement/demos with a 3-column layout
per example so readers can verify the claims directly:
- Landing: the three iteration HTML artifacts iframed side by side
- Dashboard: three live, filterable 10k-row dashboards (naive / memoized /
  virtualized) over identical data, each reporting REAL measured mount +
  filter latency on a 'Run this version' button
- Onboarding: three clickable, replayable multi-step flows (friction → smooth)

Links from the post's closing. Built by three parallel agents porting their
own demo artifacts into interactive React components.
Replace the single combined /demos page with three bare pages under a
[demo] dynamic route: /demos/{landing,dashboard,onboarding}. Each renders
only the 3-column card grid (no section copy/heading) via a new 'bare'
mode on DemoSection. Link to each from its own section in the post instead
of once in the conclusion.
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