However, I encountered a significant obstacle: instructing the AI on REPL utilization. My initial approach involved tmux commands for REPL interaction, such as capturing and parsing pane content. While functional, I observed that REPL-based development proved exceptionally difficult for the AI. Claude struggled considerably, while inferior models performed even more poorly. I would exhaust substantial funds within minutes, receiving only mediocre Lisp implementations that required complete reworking. Attempts with economical alternatives like DeepSeek and Qwen – adequate for certain professional applications – yielded similarly disappointing outcomes.
Unnecessary qualifications
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// Extract structured product data
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