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Tag: #claude-code

Context Engineering for Claude 5: Fewer Rules, Better Judgment
ai agents Jul 26, 2026 6 min read

Context Engineering for Claude 5: Fewer Rules, Better Judgment

Claude 5-era agents perform better when context engineering shifts from rigid rules and examples to judgment, progressive disclosure, and tool interface design. Audit conflicting guidance, move deep logic into skills, and use deferred loading/tool search patterns to keep context focused when it matters.

by ahsan
#ai agents #claude-code #context engineering #llm #prompting
From Library Stacks to Semantic Search: Finding Great Non‑Fiction
ai for researchers Jul 23, 2026 7 min read

From Library Stacks to Semantic Search: Finding Great Non‑Fiction

Good nonfiction discovery used to feel like curated browsing: libraries filtered the chaos, then randomness did the rest. Semantic search recreates that browsing feel using embeddings and vector search, so users can find prize-worthy books by meaning—not just keywords.

by ahsan
#book-discovery #claude-code #embeddings #semantic-search #vector-database

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