Sigilix

Most AI dev tools see only the diff or grep their way around blindly. Sigilix is different: we train and serve our own models, then ground them in your org — an index of your repositories, code and dependency graph, and your team's accumulated review decisions and conventions. That shared understanding powers every surface: Code review on pull/merge requests — four specialists (logic, security, performance, tests) that understand callers, dependencies, and prior decisions, not just the changed lines. A terminal coding agent that works with your project's real context instead of guessing. Deep-research chat over your code, your connected apps, and the live web. Agents in Slack and Linear that answer and act with the same knowledge. Because it's grounded, it's more accurate and materially cheaper than tools that explore blind (~70% fewer tokens on a typical task) — and the context compounds, learning your conventions over time. Connect GitHub or GitLab and it starts working.