multi-agent
3 published articles
AI AgentsFeatured2 min read
Multi-Agent Engineering
Qoder's multi-agent experiment: 60% fewer mistakes, but at what cost?
An analysis of Alibaba Cloud's Qoder Experts Mode, which deploys specialized AI agents as a coordinated team. Claims of significant error reduction are scrutinized against real-world use cases and the trade-offs of multi-agent complexity.
2026-07-31
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