71.2%
Prompt Token Reduction
3.5x fewer tokens than raw ripgrep
Eliminates noisy file dumps by assembling only exact AST declarations, call sites, and type contracts.
HYBRID CODE INTELLIGENCE ENGINE
Deep repository intelligence with 71.2% lower token overhead.
Raw grep and naive chunking flood context windows with irrelevant files. Mindaeon fuses structural Tree-sitter AST parsing, SCIP/LSP call graphs, and pgvector embeddings via Reciprocal Rank Fusion (RRF).
94.0%
Cross-File Symbol Recall
vs 62.0% baseline lexical search
Traces transitive callers, interface implementations, and schema consumers across multi-repo boundaries.
50.0%
Shadow FinOps Cost Savings
$0.0155 → $0.0077 per workload
Deterministic symbol ordering stabilizes prompt prefixes for maximum cache hit rates across model providers.
SIGNAL 01 · SYNTACTIC AST
Incremental Tree-sitter Parsing
Extracts exact function signatures, struct/class hierarchies, control-flow complexity, and import/export edges on every commit delta in milliseconds.
SIGNAL 02 · RELATIONAL GRAPH
SCIP & LSP Reference Graph
Resolves go-to-definition, find-references, and type-hierarchy edges so impact analysis knows every downstream caller before a signature is modified.
SIGNAL 03 · RRF FUSION
pgvector + Reciprocal Rank Fusion
Combines BM25 lexical match, SCIP graph distance, and PostgreSQL 18 pgvector HNSW embeddings under tenant Row-Level Security.
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