Category
Questions
8 pages in this section.
How should coding agents be evaluated before production use?
How should coding agents be evaluated before production use? Why This Question Matters Coding agents need evaluation gates before they can safely change code, trigger workflows, or influence production systems. Current W
Questions
Questions This category tracks open research and implementation questions raised by AI Engineer World's Fair 2026. Each question links to source evidence and should remain provisional until the answer is grounded in revi
Questions
Questions This category tracks open research and implementation questions raised by AI Engineer World's Fair 2026. Each question links to source evidence and should remain provisional until the answer is grounded in revi
What context graph and memory architecture is practical?
What context graph and memory architecture is practical? Why This Question Matters The conference graph repeatedly asks how agents should retrieve, preserve, update, and reason over context without stuffing everything in
What latency and cost budget is right for agent systems?
What latency and cost budget is right for agent systems? Why This Question Matters Agent systems turn inference into a product constraint latency, throughput, routing, local versus hosted execution, and token cost shape
What makes a codebase agent-ready?
What makes a codebase agent ready? Why This Question Matters Agent ready codebases need navigable context, clear ownership boundaries, runnable checks, useful traces, and interfaces that agents can operate without guessi
What security boundaries should agents have?
What security boundaries should agents have? Why This Question Matters Agents that can use tools, browse, write code, and affect production need boundaries around identity, permissions, execution, audit, and rollback. Cu
When do software factories outperform individual IDE agents?
When do software factories outperform individual IDE agents? Why This Question Matters The software factory question asks when agentic work should move from single developer tools into orchestrated pipelines with review,