1 min readfrom InfoQ

Article: Agentic Fitness Functions: Extending Evolutionary Architecture Beyond Deterministic Rules

Article: Agentic Fitness Functions: Extending Evolutionary Architecture Beyond Deterministic Rules

Deterministic rules safeguard hard metrics, but what about architectural intent? Discover how agentic fitness functions combine AI agents and versioned rubrics to evaluate complex, judgment-heavy concerns—such as boundary fidelity, semantic contract drift, and stale ADR assumptions. Elevate evolutionary architecture governance with continuous, calibrated feedback loops.

By Hemant Kumar Mahato, Łukasz Sieczkowski, Vijayasenthilkumar Kuppusamy

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Tagged with

#Agentic Fitness Functions
#Evolutionary Architecture
#AI Agents
#Versioned Rubrics
#Architectural Intent
#Deterministic Rules
#Boundary Fidelity
#Semantic Contract Drift
#ADR Assumptions
#Governance
#Feedback Loops
#Continuous Calibration
#Complex Evaluation
#Judgment-Heavy
#Metrics
#Architecture
#Evolution
#AI
#Rubrics
#Contracts