build1 publisher
Numbering six retrieved chunks turned one handbook into three agreeing sources
A Discord question about duplicate context sent the author of Ossian's MCP server back into the code, where content-hash dedup at ingest turned out to sit upstream of the numbered citations the model actually reads.
Publishers:dev.to
Reality
- Evidence60
- Adoption12
- Hype gap−12
- Incentives40
- Confidence58