Skip to content

Create optimizations-to-make-to-your-docs-for-llms#59

Merged
themattwilliams merged 17 commits intoRedocly:mainfrom
shaziyabandukia:patch-2
Aug 14, 2025
Merged

Create optimizations-to-make-to-your-docs-for-llms#59
themattwilliams merged 17 commits intoRedocly:mainfrom
shaziyabandukia:patch-2

Conversation

@shaziyabandukia
Copy link
Copy Markdown
Contributor

What/Why/How?

Article: Optimizations to make to your docs for LLMs (via ércule)

@shaziyabandukia
Copy link
Copy Markdown
Contributor Author

cc: @themattwilliams

Matt Williams and others added 6 commits August 14, 2025 15:04
…es, and semantic drift guidance

- Add performance data section with research citations and metrics
- Include context boxes explaining the technical rationale behind each optimization technique
- Add comprehensive semantic drift monitoring section with practical guidance
- Refine language to be more conversational and accessible
- Add proper citations linking to academic research and industry sources
- Improve article structure with better flow between sections
- Add complete frontmatter following blog conventions
- Set header image to llm_optimization_funnel_final.png
- Include SEO metadata and proper categorization
- Configure for BlogPost template with author and date
- Replace 'documentation' and 'ai' with 'tech-writers' and 'api'
- Use only categories defined in blog-metadata.yaml
- This should fix the article not appearing in local blog listing
- Remove SEO image path that was preventing article from appearing in blog listing
- Update description to be more concise and conversational
- Article should now display properly in local blog environment
@themattwilliams
Copy link
Copy Markdown
Contributor

Enhanced the LLM documentation optimization article with research, adde technical context boxes explaining the rationale behind optimization techniques. Added comprehensive semantic drift monitoring guidance and refined some of the language to stay conversational while improving technical accuracy slightly.

Per adamaltman review feedback: removed mention of Redocly's llms.txt automation as it doesn't relate to the 'Mixed topics confuse AI chunking' heading.
themattwilliams and others added 4 commits August 14, 2025 15:49
Co-authored-by: Adam Altman <adam@rebilly.com>
Co-authored-by: Adam Altman <adam@rebilly.com>
Co-authored-by: Adam Altman <adam@rebilly.com>
- Replace 2023 MLOps data with 2025 Stack Overflow Developer Survey statistics
- Add current data: 84% of developers use/plan to use AI tools, 46% don't trust AI accuracy
- Remove redundant 'Mixed topics confuse AI chunking' heading per feedback
- Streamline content structure for better flow
Copy link
Copy Markdown
Contributor

@themattwilliams themattwilliams left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

done with feedback improvements

@themattwilliams themattwilliams merged commit ed8db91 into Redocly:main Aug 14, 2025
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

3 participants