From the team behind Gatsby, Mastra is a framework for building AI-powered apps and agents with workflows, memory, streaming, evals, tracing, and Studio, an interactive UI for dev and testing. Start building: npm create mastra@latest
This is the 4th launch from Mastra. View more
Mastra Factory
Launching today
Mastra Factory is an open source, agent-powered software delivery environment. It combines persistent coding agents, repository workspaces, issue intake, planning, implementation, and pull request review in a web application you control.
Launch Team
the hard part of issue to production is not the production half. it is that an issue is usually an under specified sentence, and the first thing any agent does is decide what it meant, silently.
a person picking up a vague ticket goes and asks. that ask is the highest value step in the whole loop and it is also the most awkward one to automate, because the agent has to be willing to stop and look unhelpful.
so the thing i would want surfaced in the run is not the diff. it is the interpretation. what did it decide the issue was asking for, written down before it touched anything. if that line exists i can review a hundred of these quickly. if it does not, i am reviewing a hundred diffs and i will stop after four.
Mastra
@rabnoor_s Yeah!
Serand
How does Mastra handle debugging when an agent gets stuck in a long or complex workflow? Can you easily trace where the decision went wrong?
Mastra
@anthony_adams_ Mastra supports traces