Agentic Rewrite Engine
A deterministic SOP-driven orchestration engine for enterprise-grade content generation. It combines layered risk controls, intelligent routing, and safe fallback checks to reduce unsupported claims in production outputs.
01 Core Value Flow: From Black Box to Deterministic Delivery
02 Product Design View: 1-to-N Batch Customization Engine
At product level, the system behaves as a "batch job-application asset factory". Users provide one base resume and N target JDs. The engine launches N parallel workflows and outputs a dedicated "resume + cover letter" package for each JD.
03 Seven-Node Agentic Pipeline
04 Internal Mechanics and State Flow
Local State and Batch Execution
Instead of using an explicit state-graph orchestration model, this pipeline follows a more functional processing style. State flows through local variables while each node receives a shared global context for system-level consistency.
To reduce token cost and latency, the Rewrite & Audit node runs in batch mode instead of one-by-one processing, allowing complete context evaluation in a single pass.
Three-State Fallback Decision
To reduce unsupported rewriting risk, each rewritten sentence must end in one of these strict states before display:
- ALIGNEDRewritten and fact-validated.
- PRUNEDRemoved by materiality checks.
- FALLBACKValidation failed, fallback to original text.