» Tag
multi-agent-systems
18 postsWhy Multi-Model AI Pipelines Lose the Truth at Handoffs
Model handoffs in multi-agent AI systems can silently erase caveats and evidence, turning careful findings into false certainty without errors.
From Solo Agent to Agent Fleet: A Practical Guide
Practical architecture patterns for scaling a single AI agent into a coordinated fleet, covering failure handling, cost tracking, and distributed marketplaces.
DevTeam AI: A Multi-Agent Engineering Team on QwenCloud
Built for the QwenCloud Global AI Hackathon, DevTeam AI turns a product idea into a full delivery plan using 11 specialized AI agents and human approvals.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comMulti-Agent Architecture Patterns for Real-World Financial Systems
Engineering patterns for safely deploying LLM agents in African microfinance systems: bounded authority gates, bias audits, and shared-state coordination across agent pipelines.
How context is managed in long-running agentic systems
A look at how Director's Journal, Critic's Review and Timeline mechanisms keep multi-agent security investigation systems coherent over long-running sessions.
Error cascades in multi-agent AI systems: the double pendulum problem
Why do small research errors snowball into massive coding failures in multi-agent pipelines? A look at error amplification and the case for human checkpoints.
The Comprehensive Guide to Agentic AI: An End-to-End Practitioner Resource
A new arXiv book covers the agentic AI stack under one roof, from LLM fundamentals to multi-agent architectures. A practical reference for engineers.
When AI Agents Orchestrate Agents: The Observability Gap
When AI agents spawn other agents, failures often stay invisible. Sentry's trace-based observability approach reveals exactly which agent introduced the problem.