Vivian Balakrishnan @VivianBala · 14 Aug 2026
Core idea: agents maintain files with OKF frontmatter compiled in a SQLite index. Optimised for retrieving the right slice of the graph into an LLM's context window — hybrid search (exact-title + full-text + vector, fused via reciprocal rank fusion) plus bounded graph traversal.
5 437Views
23Likes
0Reposts
1Replies
0Quotes
9Bookmarks
Is that a lot?
1.08×vs this author's median5 034 views is typical
50Percentile for this authorof 10 recent posts
1.23×vs 100K–1M median4 404 views is typical
4.23%Reachviews ÷ followers
0.44%Engagement rateof viewers reacted