Sigilix

Our models build a persistent understanding of each company’s architecture, terminology, engineering conventions, and developer workflows using context from repositories, pull requests, Slack conversations, issue triage, and developer activity. Unlike existing products that treat every prompt or code review as a new interaction, Sigilix carries that organizational knowledge across its CLI, code review, Slack, and workflow tools.