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Data Party THU
Data Party THU
Mar 15, 2026 · Artificial Intelligence

Boost LLM Accuracy: Simple Prompt Repetition Tricks That Work

The article explains three practical prompting techniques—periodic core requirement restatement, repeated inclusion of the original text, and multiple task repetitions—that help large language models maintain focus, avoid missing details, and produce deeper, more accurate outputs in long‑context and multi‑rule scenarios, with concrete examples.

AI productivityLLM promptingText Generation
0 likes · 33 min read
Boost LLM Accuracy: Simple Prompt Repetition Tricks That Work
Software Engineering 3.0 Era
Software Engineering 3.0 Era
Mar 16, 2025 · Artificial Intelligence

Testing Claude 3.7’s Code Generation: A Hands‑On AI Coding Journey

The author conducts a step‑by‑step experiment with Claude 3.7, prompting it to create a complex Python program that draws vertically arranged letters, iteratively fixing installation errors, visual glitches, and shape imperfections, and ultimately producing an 880‑line script that rivals human‑written code.

AI code generationClaude 3.7LLM prompting
0 likes · 6 min read
Testing Claude 3.7’s Code Generation: A Hands‑On AI Coding Journey