United StatesTechnology and telecom2025 – ongoingMongoDB
Sage internal engineering agent platform
MongoDB built an internal agent platform for 20+ engineering teams, according to Mastra
Problem
Engineers spent hours reading failed-build logs and comparing runs to identify causes.
Approach
MongoDB prototyped a log-analysis agent in May 2025 and rebuilt it on Mastra starting in July. The resulting Sage platform supported Parsley AI, which summarized logs and investigated earlier runs. Other deployed agents routed Slack questions and generated release notes from Jira tickets.
Results
No published figures
Takeaway
Shared authentication and agent infrastructure let other engineering teams build on the original log-analysis tool.
Categories
- Industry
- Technology and telecom
- Business function
- IT and R&D
- Innovation type
- Process innovation
- AI technology
- Generative AIAI agents
- Adoption
- Off-the-shelf tool or platform
- Evidence
- Vendor case study
Sources
Source summaries
Mastra describes Sage's development from a hackathon prototype into deployed engineering agents. It reports log investigations moving from hours to seconds, without an aggregate productivity measurement.
Full details are in the original sources.