Xebiasoftware
Xebia sells AI or agent tooling, so it has a reason to publish flattering numbers about AI. Its passages stay in the archive and carry this flag.
4 passages, 1 people quoted. Topics: How do coding agents open and merge changes?, How autonomous are the agents, and who checks their work?, Does AI change headcount and hiring?, What does AI cost organizations?.
Connect the factory with your GitHub issues, tag the ones you want it to pick up (choose trivial issues and bugs first), run it, and review the resulting PR and the agents' PR comments.
Noah BlauensteinerAuthor, Xebia articles · Practitioner
Post: Shining Some Light in Dark Agentic Software Factories, Xebia articles, August 12, 2026, at Shining some light on Agentic Software Factories.
Entry-level software engineer work that largely consisted of "here's the ticket, go implement it" can now probably be replaced by some form of AI or factory.
Noah BlauensteinerAuthor, Xebia articles · Practitioner
Post: Shining Some Light in Dark Agentic Software Factories, Xebia articles, August 12, 2026, at If agentic software factories are coding, where does that leave us humans?.
The planning agent is responsible for the actual thinking, so it should run on your most powerful model. I initially used Fable for this purpose when it was available, as it excels in UI/UX design. When Fable was no longer accessible, I switched to Opus. Since the planner writes the specifications, the implementation can be handled by a more cost-effective and faster model like Sonnet.
Noah BlauensteinerAuthor, Xebia articles · Practitioner
Post: Shining Some Light in Dark Agentic Software Factories, Xebia articles, August 12, 2026, at What is an Agentic Software Factory?.
Running several agents in parallel burns tokens quickly, so set budgets and keep an eye on spending from day one.
Noah BlauensteinerAuthor, Xebia articles · Practitioner
Post: Shining Some Light in Dark Agentic Software Factories, Xebia articles, August 12, 2026, at What is an Agentic Software Factory?.