Filedot Model Fix Jun 2026

Implement a "semantic zoom" that transitions from a broad system overview to the specific FILEDOT grid of a single module. 5. Discussion of Outcomes

def escape_dots_in_keys(d): return k.replace('.', '_DOT_'): v for k, v in d.items() filedot model fix

The filedot model, while intuitive, is fundamentally broken for failure-prone environments. We introduced the — a minimal, backward-compatible revision that separates identity, metadata, and data into a triplet of nodes with three simple invariants. FMF eliminates orphaned metadata, reduces reconciliation cost by over 62%, and adds only 7–8% write overhead. We recommend that all pedagogical and lightweight filedot-based systems adopt this fix. Implement a "semantic zoom" that transitions from a

Legacy databases (e.g., old MySQL or PostgreSQL) may have columns like order.date or file.name . ORMs struggle because they try to split at the dot. Legacy databases (e