engineering

Meta-Evolution: When AI Evolves AI

Exploring meta-evolution in Prismatic: how the platform's evolution system evolves itself, the role of genetic algorithms in quality improvement, and the philosophical implications of self-improving systems.

Apr 01, 2026 ·9 min

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