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AI data drops

Old tricks, new name: Mastering context for AI agents

Author: Ankush Madhavan Rangaswamy
The emergence of context engineering culminated a wave of hype , touting it as the next novel trick in the AI playbook. In reality , it’s a pragmatic craft; involving the deliberate and meticulous arrangement of various components of context. This article peels back on the buzz to expose those unglamorous yet indispensable building blocks.
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Search vector

Why everything we know about vector search is wrong

Author: Arun Kumar
During February, Someone contacted me on Linkedin and asked for some consultation in their RAG pipeline. Their fancy new ColBERT search system—the one that crushed benchmarks in testing—was melting their servers. Query latency jumped from 50ms to 5 seconds. “But the accuracy is so much better!” they kept saying, like a mantra, while customers fled to competitors. I suggested possible solutions and things got resolved in a balanced way.
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