Software Engineer - 2 — Drivetrain.ai
Oct 2025 — Present · Remote
- AI Infrastructure — Maglev, Heimdall, RAG Pipeline. Built Drivetrain's applied-AI surface end-to-end. Maglev - a fleet of 14 cron-scheduled agents (Claude Code + MCPs) that triage Linear bugs, nudge stale reviews, scan recurring errors, and author bug-fix PRs end-to-end with a Playwright smoke-test gate. Heimdall — a stateless MCP gateway proxying 5 internal services with TTL caching and fault isolation, collapsing N point-to-point integrations into one queryable surface. RAG Pipeline — a Gitbook-backed retrieval system watching customer Slack channels, drafting humanized answers with confidence scoring, context-aware dedup, and thread-aware follow-up handling.
- Platform & Backend — RBAC, Connector Sync, Metric Cloning. Shipped the multi-tenant platform plumbing for 500+ tenants and 4K+ users. RBAC Audit Logging — end-to-end permission tracking across 13 resource types with batch DB writes, filterable changelog APIs, CSV export, and a new Security Auditor role with member-scoped read-only access. Connector Sync Scheduling — multi-schedule CRUD APIs with server-side cron generation (daily/weekly/monthly with ordinal support), row-level locking for concurrency safety, and a per-tier toll-gate that directly enabled a premium monetization path. Cross-Version Metric Cloning — transitive dependency resolution,regex-safe formula rewriting across version-specific BigQuery references, dual-context RBAC validation, and atomic session switching for safely reusing 500K+ planning variables.