AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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The progress towards building an AI SW Factory that accelerates all the stages of SDLC-Targeting, Coding, Reviewing, and Ops is discussed and a metadata exhaust is produced that enables self-improvement by fine-tuning model weights and updating the authors' World Model (a rich data substrate).
Thinkingbox is introduced, a sandbox for tool-agent-user interaction that provides isolated MCP-compatible tool sessions, complete execution traces, and outcome evaluation over terminal backend state, and Thinkingbox-bench reveals a large gap between occasionally finding a successful trajectory and reliably completing...
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