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OSS2026-08-02 · source-backed
172 stars in three days after a July 29 launch. It ranks candidate producers from static parsing of Python and notebooks, file metadata, git rename history, document structure, image EXIF, and optional shell recording. The design point worth copying is the confidence ladder: verified means proof from a recorded run, then strong-candidate down to weak-signal, and insufficient when the evidence genuinely isn't there instead of a plausible guess. 0.5s first scan at 1,000 files, 16.5s at 10,000.
Each link below shares sources, entities, or timing with this story.
OpenFang competes with Python / Shared entity: Python / Same source domain / Shared topic / Earlier coverage / Tension
Linked by a graph relationship (OpenFang competes with Python); both cover Python; reported by the same outlet (github.com).
Claude Code uses Python / Shared entity: July / Same source domain / Shared topic / Earlier coverage
Linked by a graph relationship (Claude Code uses Python); both cover July; reported by the same outlet (github.com).
Claude Code uses Python / Shared entities / Shared topic / Earlier coverage
Linked by a graph relationship (Claude Code uses Python); both cover July, Python; overlapping topics (agent, file).
Claude Code uses Python / Shared entity: July / Same source domain / Shared topic / Earlier coverage
Linked by a graph relationship (Claude Code uses Python); both cover July; reported by the same outlet (github.com).
Linked by a graph relationship (Claude Code uses Python); both cover July; reported by the same outlet (github.com).
Linked by a graph relationship (Claude Code uses Python); both cover July; reported by the same outlet (github.com).
Linked by a graph relationship (Claude Code uses Python); both cover July; reported by the same outlet (github.com).
E2B supports Python / Shared entity: Python / Same source domain / Earlier coverage
Linked by a graph relationship (E2B supports Python); both cover Python; reported by the same outlet (github.com).