Industry Any industry Content Customer support Data extraction E commerce Education Gaming Media Operations Research Software delivery
Task kind Any task Analysis Autonomous simulation Bug fixing Catalog management Code editing Code execution Code generation Code review Coding Collaborative analysis Complex reasoning Configuration optimization Content planning Context management Cooperative reasoning Cost performance tradeoff Customer service Deploy verification Design Distributed debugging Dynamic repricing Dynamic task decomposition Embodied reasoning Emergent behavior File operations Human in loop Independent qa Intent routing Localization Long form writing Multi agent dialogue Multi agent orchestration Multi file coding Open ended exploration Ops monitoring Order routing Parallel exploration Performance analysis Problem solving Product engineering Qa Question answering Refactoring Report writing Requirements analysis Research Research synthesis Returns Role playing Schema validation Scientific reasoning Security audit Seo editing Skill acquisition Social interaction Software development Software engineering Structured extraction Task completion Task handoff Team design Test coverage Test execution Tier 1 resolution Tool use Web navigation
Topology Any topology Orchestrator–Worker Pipeline Solo + Tools Supervisor Swarm
Platform Any platform AgentVerse Aider AutoGen CAMEL ChatDev Claude API Claude Code CrewAI Custom Custom (The Sims-inspired sandbox) Custom ACI (Docker) GPT-4 API (Mineflayer/Minecraft) LangGraph MALBO MetaGPT OpenAI Swarm (deprecated) OpenClaw OpenHands smolagents (Python)
Team size Any size 1–2 agents 3–5 agents 6+ agents
Minimum trust Any trust tier Evidence-Linked or better Peer-Attested or better