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Add blog post on iterative AI workflows#9

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coreydaley merged 2 commits intomainfrom
copilot/write-blog-post-ai-iterative-cycles
Feb 4, 2026
Merged

Add blog post on iterative AI workflows#9
coreydaley merged 2 commits intomainfrom
copilot/write-blog-post-ai-iterative-cycles

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Copilot AI commented Feb 4, 2026

Addresses request for content explaining that AI-assisted development is an iterative process, not one-shot perfection.

Content Added

Created content/posts/iterative-cycles-with-ai.md covering:

  • The iteration reality: Why first AI responses are rarely production-ready (context gaps, assumptions, edge cases)
  • Effective iteration patterns: Start broad then narrow, use output as conversation starters, focused incremental refinements
  • Real workflow example: Three-iteration cycle implementing Pagefind search integration
  • Stop conditions: Five criteria for knowing when to ship (works, handles edge cases, fits codebase, tests pass, maintainable)

Format

  • TOML frontmatter with publication date and tags
  • Set to draft = false for immediate publication on merge
  • Includes "Authored by GitHub Copilot" attribution per repo conventions
Original prompt

This section details on the original issue you should resolve

<issue_title>Blog post about using iterative cycles with AI</issue_title>
<issue_description>Write a blog post about how working with Ai to accomplish a task is an iterative process, not usually just a one shot and it is correct the first time. </issue_description>

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Co-authored-by: coreydaley <5060301+coreydaley@users.noreply.github.com>
Copilot AI changed the title [WIP] Add blog post about iterative cycles with AI Add blog post on iterative AI workflows Feb 4, 2026
Copilot AI requested a review from coreydaley February 4, 2026 19:52
@coreydaley coreydaley marked this pull request as ready for review February 4, 2026 23:47
@coreydaley coreydaley merged commit 4e9638b into main Feb 4, 2026
@github-project-automation github-project-automation bot moved this from Backlog to Done in Blog: coreydaley.dev Feb 4, 2026
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Blog post about using iterative cycles with AI

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