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Gergely Orosz 挑战了“AI SRE”初创公司的前提,指出当前可靠性依赖更多工程投入和反馈系统,盲目用 AI 替代这些机制可能导致可靠性大幅下降。
A developer details building lead intake bots using n8n with features like voice message handling and reliability checks, and seeks advice on acquiring first clients.
The article reviews the architecture of a chatbot system that converts conversational input into structured data for a constraint solver, emphasizing reliability by separating LLM use for language understanding from deterministic code for decision-making.
The author shares a write-up on building reliable agentic harnesses, including benchmarks from 4,000 runs and plans to release an open-source deep research and builder application, emphasizing quality testing and insights on AI agent development.
The article outlines a 12-stage learning path to become an AI Evals & Reliability Engineer, covering foundational skills to advanced production techniques.
The article critiques the dichotomy between 'serious' engineers and 'artisanal' coders in software development, arguing for a redefinition of terms based on care and precision, especially regarding AI tool use.
Monzo has built a separate backup banking infrastructure called Monzo Stand-in to ensure service continuity during major cloud outages, supporting essential features like card payments and bank transfers.
Learn Harness Engineering is an open source course that systematically organizes the concept of AI coding agent reliability engineering (Harness Engineering) proposed by OpenAI and Anthropic. It includes 12 lectures and 6 projects, aiming to help developers build reliable AI agent environments.