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AI 行业动态、工程实践、产品方法和社区故事。
Beyond the AI noise: How Stack Overflow is rethinking tech hiring
It’s gotten exponentially harder to identify talent that we feel is a good fit for our teams at the top of the application funnel.
开发者发文呼吁研究面向模型的编程语言
一名开发者发表文章，呼吁推动面向模型编程语言（Model Oriented Programming Languages）的研究、开发与应用。他称自己13年前开发了首个此类全功能语言与IDE（Mo+），但未能推广开来，6年前已离开软件工程行业。他表示相信这类语言在当下AI时代仍有巨大潜力，并希望参与高校或企业的相关研究。
30 分钟 · Stack Overflow Blog
Taking a look under your agent’s hood
Ryan is joined by Yanbing Li, Chief Product Officer at Datadog, to talk about applying observability to non-deterministic AI agents, blurring the boundaries between software development and production workflows, and nav…
2 分钟 · Stack Overflow BlogLATEST STORIES
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Production-grade LLMs and agents: a field guide精选导读
A maturity model for taking agents from an impressive demo to a system people can depend on — with a self-assessment and the map to a deep-dive on each layer.
Part 5: Operating an LLM system: observability, cost, routing, and the platform underneath精选导读
Your service can be 100% up and still quietly approving the wrong things, burning its budget, or failing over into untested quality. Level 5 is the infrastructure that lets you see your decisions, bound your spend, rout…
A green exit code is not evidence that the work happened精选导读
Agents don't build trust for another reason, structurally worse than the first. It isn't only that the tool keeps changing shape. It's that the feedback loop you would need in order to learn the tool is broken at the po…
Part 4: Safety and governance for LLM systems: guardrails, PII, audit, and memory精选导读
October 7, 2026Part 4: Safety and governance for LLM systems: guardrails, PII, audit, and memory
Part 3: Knowing when your agent doesn’t know: the confidence layer精选导读
October 7, 2026Part 3: Knowing when your agent doesn’t know: the confidence layer
Part 2: Evals as a deployment gate — and how to know when they drift精选导读
October 7, 2026Part 2: Evals as a deployment gate — and how to know when they drift
Part 1: Make your AI agents boring: the determinism layer精选导读
October 7, 2026Part 1: Make your AI agents boring: the determinism layer
Part 6: An operating system for coding agents: the disciplined build精选导读
Coding agents are great for an afternoon and mediocre for a quarter. Here’s the small set of files and rules — with the actual configs — that keeps quality from decaying across months and thousands of edits, whether you…
Implementing a Modular Master-Agent Telemetry & Diagnostic Framework in Python: Prime-Sentinel Command (PSC)精选导读
October 7, 2026Implementing a Modular Master-Agent Telemetry & Diagnostic Framework in Python: Prime-Sentinel Command (PSC)