Case studies.
Applied stories about Sigilix inside the surfaces where engineering work already happens.
Latest case studies
Case study
Token reduction through memory
How codebase context and vectorized workspace memory reduce repeated context by 63% across review, triage, Slack, Linear, and PR workflows.
Case study
Review accuracy at scale
How Sigilix reports recall, precision, F1, and false positives with the fixture boundaries visible.
Case study
Apps that keep engineering moving
How Sigilix apps fit across GitHub, Linear, Slack, CLI, and chat without asking teams to rebuild the way they already work.