My (boring b2b/b2e) org has scripts that wrap a small handful of agent calls to handle/automate our workflow. These have been incredibly valuable.
We still 'yolo' into PRs, use agents to improve code quality, do initial checks via gating. We're trying to get docs working through the same approach. We see huge value in automating and lightweight orchestration of agents, but other parts of the whole system are the bottleneck, so theres no real point in running more than a couple of agents concurrently - claude could already build a low quality version our entire backlog in a week.
Is anyone exploring the (imo more practically useful today) space of using agents to put together better changes vs "more commits"?
I haven't yet tried gas town (or any of the mentioned tools) as I don't need so many agents that I need something like that plus the cost concerns. I've been rolling my own very light orchestrator (mostly just worktrees/branches/instructions) and relying on claude itself to manage the sub agents as necessary.
I was a bit surprised by the "ripping out beads" sentence from all of the article, as beads does seem to serve a purpose independent of the orchestration tools. Giving agents a ticketing system independent of what us humans use makes a lot of sense to me.
I've experimented with using Jira/Linear to handle the "current work todos" and using beads just seems so much better. No mcps and remote api calls is pretty great.
I'll be curious to see how the other orchestration tools are handling this, because it seems like they will have to handle it.
It has Playbooks for repeatable workflows using which you can model both generic SDLC workflows (Plan-Code-Review-Security review-Merge) or complex workflows like Language migration, Tech stack migration (Problem breakdown-Plan-Migrate-IntegrationTest-TechStackExpertReview-CodeReview-Merge)
Hopefully, it will have the least amount of changes once Claude Swarm and Claude Tasks becomes mainstream
Orchestration is cool but a sane orchestration setup with VM's is where it's at.
I've been working on orchestration for the past little while and I've got a very tight loop going where everything is in worktrees and containerized, all services are isolated, so I can easily work on db schema/migration stuff while a few other agents do frontend work etc. Getting Conductor to play nice with vm's was very tricky as their docs say they have no intention of implementing vm's and wrote a "trust me bro, it won't erase your system" blurb about it in their docs [0]
[0] https://docs.conductor.build/faq#what-permissions-do-agents-...