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https://thenewstack.io/ai-velocity-debt-accelerator/ The "funhouse mirror": How AI reflects the hidden truths of your software pipeline - The New Stack AI can accelerate code, but without rigor, it’s a debt accelerator. Thoughtworks' Rachel Laycock explains why engineering fundamentals remain the backbone. pipeline new stackhidden truthsfunhousemirrorai https://thenewstack.io/rag-pipeline-hybrid-search/ The laptop return that broke a RAG pipeline - The New Stack Stop RAG hallucinations. Learn how hybrid search uses vector similarity and SQL to ensure retrieval accuracy in AI applications. pipeline new stacklaptopreturnbrokerag https://thenewstack.io/agentic-ai-junior-developer-crisis/ Microsoft execs warn agentic AI is hollowing out the junior developer pipeline - The New Stack Apr 2, 2026 - Microsoft's Russinovich and Hanselman warn agentic AI's productivity gains are eliminating junior developer roles, threatening the software talent pipeline. pipeline new stackmicrosoft execsagentic aijunior developerwarn