System architecture, design decisions, and structural constraints.
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In modern CI/CD pipelines, security and performance should be structurally bounded, not just empirically observed. Traditional documentation linters and credential scanners often fail when operating at scale or under adversarial conditions. The primary failure mode is ReDoS (Regular Expression Denial of Service).
A linter reports violations within individual files. A governance engine verifies that a set of invariants holds across the entire document graph — and halts the pipeline when one does not.
This analysis reflects the terminal contract as shipped on the v0.9.0 release line.
Zenzic emerged as a systems response to a recurring pattern across code reviews and CI incidents: documentation quality pipelines were improving locally but degrading structurally over time. The pipeline was shipping checks, not guarantees — collecting signals, not preserving architecture.