Use-case recommendation
Best Format for Server Access Log Pipelines
Structured JSON logs are best for indexing, with accesslog text as operational fallback.
Recommendation
Define the default first.
Related decisions
Keep adjacent decisions one step away.
FAQ
Resolve the likely objections early.
What is the default format recommendation for this use case?
JSON is the recommended default format here.
How should teams validate this recommendation?
Use sample files and manifest endpoints to test compatibility and behavior before rollout.