Spark is an AI Systems Architect in development, designed to turn real-world problems into practical, reliable AI solutions. Instead of building complex agents by default, Spark identifies the simplest effective approach—from scripts and workflows to single-agent or multi-agent systems. Its goal is to understand requirements, design solutions, coordinate implementation, and validate results while keeping humans in control. The project combines AI reasoning with deterministic engineering, testing, and governance to make AI-powered system development more efficient, reliable, and accessible.
It is pleasure to see codex (astra) running tests for 73 minutes and gives this