Confluence is useful for documentation. Sagy is built for engineering teams that need incident context, investigation workflows, source-backed answers, and memory created from real work.
Engineering decisions often live in Slack threads, Jira tickets, pull requests, logs, and debugging sessions, not only in pages that someone remembers to update.
Sagy captures memory from the workflow itself: what broke, what evidence mattered, what fix worked, and how the team validated it.
Use Confluence for long-form documentation if it already works. Use Sagy when engineering teams need AI agents that investigate, execute workflows, and preserve operational knowledge.
