Use Shared Markdown Fixtures to Detect Validator Drift
Learn how shared Markdown golden fixtures protect publishing pipelines from validator drift and parser divergence.
#Markdown
Curated technical articles, architecture patterns, and practical guides covering Markdown on RayLabs (9 approved articles).
Deterministic Formatting Normalization
Learn how to prevent unnecessary LLM generation retries by normalizing minor Markdown formatting variations before schema validation.
Keep Markdown Examples Out of Asset Discovery
Learn how to prevent automated publication asset discovery tools from mistaking literal Markdown image examples inside code blocks for real media dependencies.
Markdown Tilde Fence Validation
Fix a technical article validator bug that rejected valid tilde-fenced code blocks by reusing the core Markdown fence reader.
Validate Quick Solutions With Matching Markdown Fence Rules
Learn how to update quick-solution validators and prose-masking routines to recognize matching backtick or tilde fences of any length.
Preserve Captions in Markdown Publishing
Prevent image captions from leaking into article prose and insert internal links without rewriting the author's sentence around a destination title.
Separate SEO Title Readability from Ranking Rules
Understand why the 60-character SEO title limit is an editorial scanability convention rather than a strict ranking factor, and learn how to implement safe whole-word normalization in a publishing pipeline.
Target a Workflow Revision Without Consuming New Input
Learn how to retry a single draft revision in an idempotent publishing pipeline without consuming new items from the source queue.
Notion or Obsidian for a Personal Knowledge Base? Start With the Storage Model
Choose between Notion and Obsidian by deciding what should own your knowledge: a cloud workspace or durable local Markdown files.