Tag
agents
Tools in this catalog tagged agents. Honest Catch, not a roundup.
6 tools · the Catch, not a ranking
- LangGraphStateful multi-actor agent workflows
The abstraction overhead is real. Debugging graph execution requires understanding the underlying state management, and simple agents become verbose.
- CrewAIRole-playing agents that actually ship
The simplicity cuts both ways. Complex inter-agent communication patterns require workarounds, and you are locked into CrewAI execution model.
- HatchetMIT durable tasks/agents on Postgres; Cloud free tier real
Vs Temporal/Inngest/Trigger.dev: Postgres-backed durable tasks + agent runs — not Temporal’s own cluster story, not Inngest/Trigger event-function DX alone. Cloud paid past free run allotment. Self-host is $0 software.
- WindmillAGPLv3 scripts→workflows/UIs/agents; CE free self-host unlimited runs
Vs Temporal/Hatchet/n8n: script+UI internal platform, not Temporal durable SDK alone or n8n canvas. LOUD: CE caps (4 groups, 10 SSO users, no durable audit logs, limited Git sync); Enterprise from ~$120/mo + seats/compute. Binary CE includes proprietary bits; from-source without enterprise flag is AGPL.
- DeepEvalApache-2.0 pytest-style LLM/agent evals; Confident AI is the paid cloud
OSS is the runner — collaboration/dashboards/monitoring are Confident AI (Free: 2 seats/1 project/5 runs/wk; Starter $200/mo; Team $2k/mo). LLM-as-judge burns provider tokens. Vs Ragas: broader agent/chat coverage, not RAG-only.
- smolagentsApache-2.0 minimal code-agent framework from Hugging Face
Minimalist — not Temporal durable workflows or production multi-tenant agent platform. Code execution needs sandbox discipline. Vs CrewAI/PydanticAI: HF Hub gravity, less enterprise packaging. You own evals, memory, and deploy.