Tag: ai

All the articles with the tag "ai".

• The Agent Supervisor Layer: Why Enterprises Need Human-in-the-Loop Orchestration for Multi-Agent Systems in 2026

  Published:Apr 21, 2026 |  at 12:00 AM

  Multi-agent systems create speed, but they also create coordination risk. Enterprises need a supervisor layer that combines human judgement, guardian agents, telemetry, veto rights, and escalation paths before autonomous work scales.

• AI Agents Need Identity: Why Non-Human Access Is the Next Security Frontier

  Published:Apr 18, 2026 |  at 02:00 AM

  Agentic AI is dramatically expanding the population of non-human identities with persistent privileges, limited visibility, and unclear ownership. This article explains why agents, service accounts, bots, and API clients now require the same rigorous identity lifecycle management as human users.

• AI Coding Agents Are Productive, but Who Owns the Review Debt?

  Published:Apr 17, 2026 |  at 08:20 AM

  AI coding agents are increasing development velocity, but they also create a new form of review debt. The real management question is not how much code agents write, but who is accountable for proving it is safe.