engineering

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.

Mar 27, 2026 ·10 min

evolution

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.

Mar 19, 2026 ·9 min

evolution

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.

Mar 17, 2026 ·9 min

engineering

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.

Feb 21, 2026 ·7 min