Coding Agents Are Moving to the Outer Loop
rajistics · x · 2026-07-11
This podcast episode discusses coding agents shifting from "inner-loop assistance and completion" to "outer-loop agency"—taking on broader engineering tasks with less human oversight.
The core takeaway is beyond just "writing code"; organizations need to enable several things simultaneously:
- Providing agents with appropriate access, context, and infrastructure
- Implementing governance and validation mechanisms to ensure safe execution
- Adopting model-agnostic, open-source platform approaches
- Ensuring data agents have semantic layer support
- Recognizing that evaluation and execution frameworks (harnesses) are as important as the model itself
The author concludes by thanking the Tamr team for the invitation, noting this was a conversation focused on engineering practices and architectural design.
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