Category

Questions

6 pages in this section.

How should coding agents be evaluated before production use? How should coding agents be evaluated before production use? Context Coding agents need evaluation gates before they can safely change code, trigger workflows, or influence production systems. Working Answer This page is What context graph and memory architecture is practical? What context graph and memory architecture is practical? Context The conference graph repeatedly asks how agents should retrieve, preserve, update, and reason over context without stuffing everything into a prompt. Worki What latency and cost budget is right for agent systems? What latency and cost budget is right for agent systems? Context Agent systems turn inference into a product constraint latency, throughput, routing, local versus hosted execution, and token cost shape what can be shippe What makes a codebase agent-ready? What makes a codebase agent ready? Context Agent ready codebases need navigable context, clear ownership boundaries, runnable checks, useful traces, and interfaces that agents can operate without guessing. Working Answer What security boundaries should agents have? What security boundaries should agents have? Context Agents that can use tools, browse, write code, and affect production need boundaries around identity, permissions, execution, audit, and rollback. Working Answer This When do software factories outperform individual IDE agents? When do software factories outperform individual IDE agents? Context The software factory question asks when agentic work should move from single developer tools into orchestrated pipelines with review, deployment, memor