LightfieldAI-native CRM that builds itself and does work for you
Promoted
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
Launched this week
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
Ragie
This is awesome... can't wait to try it!
Mastra
@foobarfighter let us know if you have questions!
Mastra
@foobarfighter great! you can learn more at mastra.ai/factory and view the source code on github.com. enjoy!
Respan
congrats!!
Mastra
@hhendrix thanks!
Mastra
@hhendrix thank you! help us spread the word on X, repost this
Lingo.dev
This seems like a cool product. All the best for the launch folks!
Mastra
@sumitsaurabh927 thank you for your support! absolute fan of what you're building at @Lingo.dev cc @vrcprl @maxprilutskiy
oss ftw!
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
Macaly
#1 well earned 🥇 issue to PR with review built in is the right loop. how many agents run in parallel per repo?