Category
New pieces of the Agent Orchestration System, and what they are for.
9 articles
Product
The Software Factory takes an item off your backlog and hands back a pull request a human can actually review. Here is what it does, what it deliberately does not do, and why we built it on top of the Agent Orchestration System instead of beside it.
Yaju Team · 27 July 2026
Product
The Software Factory is the part of Yaju that takes work off your backlog and gives it back as something a person can review. This is the short introduction, for people who have heard the name and not much else.
Yaju Team · 14 June 2026
Product
We put new capability in front of a small number of teams before it ships. This is what that involves on both sides, including the parts that are inconvenient for the people taking part.
Yaju Team · 28 May 2026
Product
The agents still running a year after they were built are almost never the ambitious ones. They are narrow, they do one thing, and their boundary was decided before the first line was written.
Yaju Team · 8 July 2026
Product
Translation inside a working system is not a general language problem. It is a narrow, repetitive job with a known input shape and a checkable output, which makes it one of the better first agents a team can build.
Yaju Team · 23 June 2026
Product
A PDF that renders perfectly for a human can arrive at an agent as scrambled reading order, tables flattened into word soup and footnotes spliced into the middle of paragraphs. Nothing downstream can repair that, and almost nobody checks.
Yaju Team · 24 February 2026
Product
Teams evaluate transcription on word error rate and then wonder why the agent downstream still gets things wrong. The accuracy of the words is rarely the constraint. What surrounds them usually is.
Yaju Team · 11 February 2026
Product
Coverage claims list languages. Real deployments run into dialect, code-switching, script direction and the specific vocabulary of one organisation. Here is what actually determines whether a transcript is usable.
Yaju Team · 19 May 2026
Models
The sixth version of the third generation is not a capability jump. It is the release where the pieces built since 3.1 stopped being separate features and started behaving like one system.
Yaju Team · 2 September 2026
