Agent Observability
Centralized Logging Architecture for Multi-Team Agent Deployments
Align agent topology and infrastructure from the start to enable cross-team governance at scale.
Priya Subramaniam
· 10 min read
The Principal Layer — Page 2
Observability Tooling for LLM Tool Call Traces in Agent Sessions
Agent sessions fail silently because traditional monitoring only checks if each step succeeded.
Mirela Vancheva
Least-Privilege Credential Scoping for AI Coding Agents
AI agents need credential scoping that changes with each task, not fixed roles.
Tomás Eguía-Reyes
Audit Log Requirements for AI Coding Agents in Regulated Environments
Regulators now demand immutable audit trails that capture what AI agents actually did.
Priya Subramaniam
Multi-Repo Agent Workflows and Dependency Coordination
Dependency-ordered execution and git isolation prevent merge chaos in cross-repo agent changes.
Priya Subramaniam
Blast Radius Analysis for AI Coding Agent Failures
Blast radius matters more than model quality for AI coding agent failures.
Mirela Vancheva
Recurring Engineering Tasks Suitable for AI Agent Automation
Verifiable success criteria, not complexity, determine what work belongs in an agent's hands.
Mirela Vancheva
Prompt Injection Risks in AI Coding Agent Pipelines
Coding agents can't patch prompt injection like databases patched SQL.
Tomás Eguía-Reyes