Engineering
VS Code AI agents dominate 6 of 10 open GitHub issues
VS Code AI agents dominate 6 of 10 open GitHub issues from Microsoft team members, pointing to multi-agent session management.
#multi-agent
6 stories tagged multi-agent.
AI
Claude Code Projects adds parallel AI agent coordination
Claude Code Projects now runs parallel AI agents under a coordinator. Each thread is a full cloud session, so usage limits drain fast.
Engineering
Agent-aware KV cache cuts serving latency by 45 percent
A runtime layer that learns how agents reuse context cuts TTFT by up to 45 percent and lifts throughput by up to 57 percent on multi-agent workloads.
Research
LLM agents hit 100% on clinical trial coding with DAG
GxP-Agent encodes regulatory process steps as a directed acyclic graph, letting Claude Sonnet produce valid CDISC analysis datasets where every single-shot LLM attempt scored 0%.
AI
RouteGuard certifies when multi-agent routing actually helps
Multi-agent LLM routing fails when agents overlap too much. RouteGuard is a certification method that proves routing gain before you deploy, catching complementarity gaps that benchmarks miss.
Research
Multi-agent debate needs a boring data-cleaning cop
Multi-agent debate hurt generation by up to 15.5 points in data cleaning, but a grounded critic rescued detection and repair.