multi-agent
2 published articles
AI Agents7 min read
AI Agents
Parallel agents aren't about speed. They're about coordination.
Parallel agents split complex tasks across concurrent workers, each with isolated state and defined scope. The real challenge isn't speed, it's coordination.
2026-07-09
NLP & ML4 min read
Synthetic Data
Synthetic data generation just ditched its weakest link: the boss
Matrix is a decentralized framework that uses serialized messages passed through distributed queues for multi-agent synthetic data generation. By eliminating the central orchestrator, it achieves 2 to 15 times higher throughput on identical hardware.
2026-06-06