Devin, OpenHands, Scion: which execution environment for your agents in 2026?
Proprietary sandbox, open source Docker, or GCP orchestrator: three radically different approaches to isolating and running your agents in production.
AI Agents
Delegate or supervise: what 300 tech leaders reveal about your agent roadmap
The MIT 2026 Agent Confidence Index ranks 101 tasks by confidence level. A concrete decision framework for knowing where to deploy, where to monitor, where to keep humans.
Token Budgeting for Production AI Agents: How to Prevent Cost Explosions
A long-running agent can multiply your inference bill. Four concrete levers to regain control of token budgets in production.
The harness, not the model: what actually determines your AI agents' behavior
90% of an agent's behavior depends on what surrounds the model, not the model itself. The Factory Model and Harness Engineering redefine how to build reliable AI systems.
Agent governance is the real product of Next '26
Memory Bank, Identity, Registry, Gateway: Google is industrializing agentic governance at Next '26. What this changes for your roadmap before Q3 2026.