The Ecosystem · 2026–present
Graphite
The agent's execution time is dominated by exploration, not action. Graphite eliminates exploration.
Graphite's landing page, a dark carbon surface with an animated graph showing blast radius traversal, CLI output with EXTRACTED and INFERRED confidence tags, and before/after benchmark numbers.
The graph that makes your agent finish faster. An embedded code-graph engine: one Rust daemon per repo extracts dependency graphs via Tree-sitter, persists them in CozoDB (embedded Datalog), and serves blast radius with source inline so the agent acts instead of exploring.
Measured on a production multi-language repo (Python, TypeScript, Rust; 50K+ lines): 21% fewer turns, 23% less wall-clock, 54% fewer file reads. Every edge carries a confidence tier (EXTRACTED, INFERRED, AMBIGUOUS) with provenance, so the agent knows when to trust the graph and when to verify. Transparent interception hooks rewrite the agent’s grep into enriched graph-aware answers without changing its habits.
Hybrid engine, benchmarked: CozoDB holds facts and derives confidence by rule; an in-memory adjacency serves blast radius in 19-80 µs on the worst real hub. One binary, single source of truth, incremental equals full rebuild.