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David Gewirtz's ZDNET article outlines 7 AI coding techniques for shipping reliable products fast. The framework emphasizes structured interaction over simple prompts, treating AI as a disciplined developer. It details methods for persistent memory, audit trails, and sequential processing to boost speed and quality.
SplatHash offers a novel approach to image placeholders, encoding any image into a fixed 16-byte string (22-char base64url). It stands out with significantly faster decoding and lower memory allocations compared to alternatives like BlurHash and ThumbHash, making it ideal for performance-critical UIs where client-side rendering speed is paramount. It uses Oklab color space and Gaussian blobs packed into 128 bits.

HP disclosed that RAM accounted for 15 to 18 percent of its PC manufacturing costs in the last quarter. This figure, reported by Ars Technica, highlights the significant influence of memory components on the overall bill of materials for personal computers, impacting pricing strategies and profit margins for the company.