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Tools2026-08-15 · source-backed
NanoNets' Graft builds a persistent graph of linked markdown nodes describing subsystems, APIs and concepts, then injects ranked context per prompt through hooks instead of letting the agent re-explore the repo. A 162-run sweep across two repos reports 8,070 to 4,650 tokens, 4.2 to 2.3 tool calls, 39.8s to 15.8s latency, and $0.0429 to $0.0292 per task. On 50 SWE-bench Verified instances it resolved 33 versus 27 cold. GitHub 2.7k stars. graft init also adds a freshness statusline and post-edit blast-radius warnings.
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Graft supports Claude Code / Shared entities / Same source domain / Shared topic / Earlier coverage
Linked by a graph relationship (Graft supports Claude Code); both cover Claude Code, GitHub, SWE, Verified; reported by the same outlet (github.com).
Graft supports Claude Code / Shared entities / Shared topic / Earlier coverage / Tension
Linked by a graph relationship (Graft supports Claude Code); both cover Claude Code, GitHub, SWE, Verified; overlapping topics (claude, code, token).
Graft supports Claude Code / Shared entities / Same source domain / Shared topic / Earlier coverage
Linked by a graph relationship (Graft supports Claude Code); both cover Claude Code, GitHub, Verified; reported by the same outlet (github.com).
Linked by a graph relationship (Graft supports Claude Code); both cover Claude Code, SWE, Verified; reported by the same outlet (github.com).
Linked by a graph relationship (Graft supports Claude Code); both cover Claude Code, GitHub; reported by the same outlet (github.com).
Linked by a graph relationship (Graft supports Claude Code); both cover Claude Code, GitHub; reported by the same outlet (github.com).
Linked by a graph relationship (Graft supports Claude Code); both cover Claude Code, GitHub; reported by the same outlet (github.com).
Linked by a graph relationship (Graft supports Claude Code); both cover Claude Code, GitHub; reported by the same outlet (github.com).