YAYe Alleninvectronodeai.hashnode.dev·5d ago · 5 min readYour AI Coding Agent Needs a Change BudgetThe most dangerous AI coding agent is not the one that writes bad code. It is the one that writes good-looking code too quickly for anyone to evaluate. A coding agent can pass CI, fix the reported iss01C
YAYe Alleninvectronodeai.hashnode.dev·Aug 15 · 5 min readYour AI Coding Agent Passed CI. Why Would You Reject the PR?A coding agent can pass the test suite and still produce a pull request that no experienced engineer should merge. That is the uncomfortable part of AI-assisted development. We often evaluate coding a00
YAYe Alleninvectronodeai.hashnode.dev·Aug 13 · 5 min readYour AI Agent Said It Sent the Refund. Can You Prove It?An AI agent says it completed a task. It sent the refund. Updated the CRM record. Changed a customer plan. Created a support ticket. Modified a production setting. The user sees a success message. The02CS
YAYe Alleninvectronodeai.hashnode.dev·Aug 10 · 5 min readAn AI Agent’s Permission Is Not an Approval RecordAn AI agent may have permission to call a tool. That does not mean it has approval to perform every action the tool can execute. This distinction becomes important the moment an AI product can do more00
YAYe Alleninvectronodeai.hashnode.dev·Aug 8 · 5 min readA Data Class Is Not a Prompt LabelA model router can answer one question very well: Which model should handle this request? But production AI systems need to answer another question first: What is this request allowed to contain? That00