Firman Hanafi
Solution Architect · Notes

AI-Assisted Engineering

Working with coding agents deliberately — spec before code, skills vs agents, MCP, context and token discipline, and reviewing output that is plausible rather than correct.

intermediateAI Engineering · Workflow20 questions70% to passEN · ID

Twenty questions on using coding agents deliberately rather than hopefully: where a spec earns its time, how Skills differ from subagents, what MCP is actually for, why a full context window costs accuracy, and how to review output that is confident and idiomatic and still wrong.

You get a score at the end, not a breakdown.

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