Activepieces
Open sourceOpen-source automation platform whose 280+ integrations double as MCP tools — agents call the same pieces your workflows use.
Tools
Open-source LLM observability — traces, evals, and prompt management for the agents you run in production.
The brief keeps reporting Langfuse releases because this is where agent failures become visible: per-conversation traces, tool-approval workflows, and eval queues over real traffic. When a marketing agent does something odd on Tuesday, this is how you find out why.
Point one production workflow at it and trace a single run end to end — then add an eval on the output you already check by hand.
More from the same categories.
Open-source automation platform whose 280+ integrations double as MCP tools — agents call the same pieces your workflows use.
Source-available workflow automation with first-class AI nodes — the engineering-friendly backbone for production marketing agents.
Open-source testing and eval harness for LLM apps — write test cases, run them across models, and catch regressions before they ship.