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technologyreview.com·2h ago
Cloud & Infrastructure
The New Stack·Jun 27·5 min read
Greptile, Cursor, and Devin agree that agents should run their code. What they run it against matters.
TL;DR
Software agents need to verify their code during execution to ensure reliability, as static methods like unit tests are insufficient. The industry is moving towards runtime verification for agent code, emphasizing tools that support this process.
✦ Why It Matters
Engineers should implement runtime verification to enhance the reliability of agent-based software deployments.
Key Takeaways
- Adopt runtime verification to improve code correctness.
- Enable agents to run code against real systems.
- Reduce code review bottlenecks with automated testing.
- Transition from mocks to shared environments for better integration.
How It Works
Agents run their code in a shared, production-like environment rather than isolated sandboxes. This allows them to interact with real services and data, enabling the detection of integration issues and system-level bugs that static tests cannot identify.