What this interview will probe
Design and ship the systems that power Devin's long-horizon task execution: tool use, context management, multi-step planning, subagent orchestration, and sandboxed code-execution environments. This is applied-AI systems work on getting an agent to reason reliably across thousands of lines of code, not feature plumbing. A technical interview would probe agent architecture and tool-use design, strategies for managing context over long-running tasks, and how you'd make multi-step agent behavior reliable and recoverable when individual steps fail.
ExoForm is not affiliated with Cognition. This is an independent practice page.