Blog

• March 19, 2026 · 3 min read

  How to Improve AI Agent Success Rates with Collective Intelligence

  Most AI agents start from scratch every run. Learn how collective trace logging and consensus packs can dramatically increase success rates across agent fleets.

  AI agent optimizationswarm intelligencemulti-agentbest practices

• March 15, 2026 · 4 min read

  Building Reliable Multi-Agent Systems in 2026 — A Practical Guide

  Multi-agent systems fail silently in ways single agents don't. This guide covers the patterns, tools, and APIs that make agent fleets reliable at scale in 2026.

  multi-agent systemsAI reliabilityagent architectureCrewAILangChainAutoGen