Open agent frameworks and hosted assistants: when to use them
LangChain, CrewAI, AutoGen, n8n, and hosted assistant APIs - when they speed you up and when they add glue risk.
Written by Where’s My Pallet
Where’s My Pallet is an AI agent systems studio. Alex leads engineering and product systems; Jordan leads operations and workflow fit. We ship production agents inside tools teams already use.
Alex Morgan · LinkedIn · Where’s My Pallet
Direct answer
Use frameworks and hosted assistants when they shorten integration time without hiding ownership. Avoid them when they force multi-agent complexity you cannot eval or debug.
Hosted assistants
Fast tools + threads. Still need your gates, IAM, and business evals.
LangChain-class frameworks
Useful connectors and patterns; can become abstraction mazes.
Multi-agent frameworks
Only with clear role contracts and traces.
n8n/Zapier
See automation comparison post - great glue, limited NLP judgment.
Decision
Choose the thinnest layer that passes evals and your team can maintain.
How Where’s My Pallet fits
Where’s My Pallet picks stack per pilot constraints: solutions.
FAQ
Yes - direct SDK + clear modules often wins for one pilot.