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AI and Machine Learning
Applied AI, machine learning, and the practical limits of intelligent systems.
27 articles grouped from: AI & Machine Learning
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Ithaka Gave You the Journey: AI-Assisted Development
A follow-up to 'The Dependencies I Never Upgraded,' tracing three years of AI-assisted development from a language-blind PHP experiment through the imagination floodgates of agent mode to the specification discipline behind DevSpark.
Building MuseumSpark - Why Context Matters More Than the Latest LLM
A deep dive into building MuseumSpark, showing how a modular, context-first architecture with smart caching reduced LLM costs by 67% while improving accuracy from 29% to 95%. Learn why gathering evidence before asking LLMs to judge beats trying to use them as researchers.
Measuring AI's Contribution to Code
Artificial Intelligence is reshaping the software development landscape by enhancing productivity, improving code quality, and fostering innovation. This article delves into the metrics and tools used to measure AI's impact on coding.
Latest in this topic
Ithaka Gave You the Journey: AI-Assisted Development
Building MuseumSpark - Why Context Matters More Than the Latest LLM
Measuring AI's Contribution to Code
Mountains of Misunderstanding: The AI Confidence Trap
AI Observability Is No Joke
The New Era of Individual Agency: How AI Tools Empower Self-Starters
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