• SwarmTrace is a time-travel debugger for multi-agent AI pipelines, providing span tree visualization, replay with prompt editing, LLM-as-judge scoring, and OTel export.
  • SwarmTrace offers a no-sign-up demo accessible from its login page.
  • All product claims are self-reported by the vendor on Product Hunt; no independent validation or third-party review is available.
  • Pricing and availability details are missing; it is unclear if the tool is free, freemium, or paid.