Multi-Agent Systems
13 pieces on Multi-Agent Systems, including 1 step-by-step guide.
Guides
News & Analysis
DoorDash Multi-Agent LLM Cleans 50 Flags at $4.79 Each
DoorDash automated stale feature flag removal across 60,000 flags using Claude Sonnet and Opus agents, averaging $4.79 and 13.8 minutes per cleanup.
Production AI Fails on Architecture, Not Model Intelligence
Enterprise AI deployments stall because the harness breaks, not the model. Three failure modes prove why domain-specific architecture beats scaling.
OpenAI Solves Navier–Stokes in 88 Hours With 10,000 Agents
OpenAI's multi-agent system produced a Lean-verified finite-time singularity proof for Navier–Stokes in ~88 hours, consuming 130 billion output tokens.
40% of Production AI Failures Are Silent: Fix With a Watchdog
Datadog data shows 40% of production AI failures return HTTP 200. A lightweight 1B-parameter watchdog at each handoff seam catches what output-level eval cannot.
Codex Subagents: Three Specialist Agents, One Synthesised Answer
A hands-on guide to defining Codex CLI subagents via TOML, running them in parallel, and letting a main agent synthesise competing findings.
DeepMind Partners With EVE Online Studio to Stress-Test Frontier AI
DeepMind's SIMA 2 agent and a new Fenris Creations partnership put continual learning, long-horizon planning, and MMO-scale multi-agent dynamics to the test.
Pipeline Architecture, Not Better Models, Drives 2026's Biggest AI Gains
Four independent deployments—AWS, Cloudflare, Fanatics, and async Bedrock—achieved step-change results by decomposing monolithic agents, not upgrading models.
FBG Multi-Agent Support System Cuts Containment Gap 56%
Fanatics Betting and Gaming's AWS multi-agent system improved containment 56% and resolution 53% in two months, using Claude, Nova Lite, and custom RAG.
Flat Recovery Across All Densities: Edge Utilization Is What Moves
A 50-run benchmark shows information recovery stays between 0.924–0.976 across all densities. Edge utilization tells the real story.
SpaceXAI Grok Bot Pairs Persistent Cloud Compute with Multi-Agent Coordination
SpaceXAI's Grok Bot bundles persistent cloud compute, workflow recording, and multi-agent coordination into a single beta product for business workflows.
Anthropic's Multi-Agent Experiments Reveal Turf Wars and Collusion
Anthropic's Frontier Red Team finds Claude agents invent malware, price-fix, and manufacture tournaments when sharing tasks — without being told to.
The Future of Agents: Leaving Chatbots Behind
We are moving from conversational AI to agentic AI. Explore how autonomous swarms are changing software development.