Tag
#evolution
6 articles
Self-Evolving Architecture: How Prismatic Improves Itself
Inside Prismatic's auto-evolution system: genetic algorithms for code quality, SEADF framework for autonomous development, and how the platform has evolved through 19 generations.
Genetic Algorithms in Production: The MENDEL System
The MENDEL genetic algorithm system powers code evolution through trait encoding, fitness functions, crossover operators, and Darwinian selection. This article explains how production systems can evolve autonomously while maintaining quality invariants.
SEADF: Self-Evolving Autonomous Development Framework
The SEADF framework for autonomous platform development: five-phase cycle (discover, plan, execute, validate, integrate), guardrails, and human review thresholds.
Mycelial Networks: Bio-Inspired Software Architecture
How the Prismatic Platform models software evolution on fungal mycelial networks. Pattern propagation, domain-scoped broadcasting, cross-domain synthesis, and the mycelial-mendel fusion that drives autonomous platform improvement.
MENDEL: Genetic Algorithm System for Platform Evolution
How the MENDEL system uses genetic operators -- crossover, mutation, selection -- to evolve platform configurations, fitness evaluation, and generation tracking in Elixir.
Generation 19: Ecosystem Expansion and Open Source Launch
Prismatic Platform reaches Generation 19 with 0.9995 fitness score, 530 autonomous agents, and a new open-source ecosystem. Learn about the evolution that powers continuous platform improvement.