Sigilix

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Sigilix grounds AI models in your actual codebase, dependency graph, and team's review history—so your coding agent, code reviewer, research chat, and Slack/Linear agents truly understand your context instead of guessing. Train and serve custom models indexed to your repositories and engineering conventions. Get sharper insights, 70% fewer tokens, and meaningful cost savings that compound as your team uses it. Connect GitHub or GitLab instantly. Free tier available; paid plans scale.