This page may contain stale information. Last updated: 2026-06-28
Definition
Agent debt is the operational cost accumulated when teams rapidly ship AI-generated code and agent workflows without validation, governance, or cleanup — analogous to technical debt but specific to agentic-ai and ai-coding-tools.
Key Points
- Coined: New Relic CPO Brian Emerson, New Relic Now June 23, 2026
- Symptoms: Unverified AI code in production, sub-agent conflicts, token overspend, overlapping tool calls, missing prompt provenance
- Productivity paradox: CEO Ashan Willy cites ~1.3× net productivity vs 10× marketing claims — offset by debt creation
- Outage cost: New Relic study — average production outage ~$2M (2× YoY)
Mitigations
- preflight and similar observability for IDE-phase agent telemetry
- OpenTelemetry standardization across coding agents
- Production telemetry fed back into development loop before deployment
Related
- new-relic
- preflight
- ai-coding-tools
- agentic-ai
- developer-productivity
- infrastructure-reliability
- 2026-06-23-new-relic-preflight-ai-coding-observability