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架构

Are Harnesses Worth the Cost?

Naresh Jain compares coding agents building the same API service with and without a behavioral harness. A frontier model, GPT-6 Sol, passed every external evaluation either way. But a cost-optimized model, GPT-6 Luna, s…

Martin Fowler10/132 分钟阅读站内导读

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共 61 篇
架构
Meta Engineering10/12

Turning Opportunistic AI Inference Capacity Into Better Ads Recommendations精选导读

At Meta, we’ve built a system that enhances ads recommendations by leveraging idle inference capacity in our fleet. Two elasticity levers in the system allow ads recommendation work to expand across opportunistic capaci…

30 分钟48#平台工程#ML Applications
架构
Meta Engineering10/6

NTS: Authenticated Time at Meta精选导读

Meta’s public time service now speaks NTS (Network Time Security, RFC 8915) at nts.meta.com. Packets are authenticated, so a device can verify the time came from us and was not modified on the way. Our NTS servers hold …

30 分钟48#平台工程#Networking & Traffic#Open Source
架构
Martin Fowler10/5

Fragments: October 4精选导读

In response to my last fragments (probably the bit about us worrying if LLMs have consciousness when we when we should be wondering why they don’t have a conscience) “Metalanguage” replied: we shipped the id and forgot …

23 分钟58#系统设计#重构
架构
Martin Fowler9/30

Principles for effective slides精选导读

Not every presentation needs slides, but when they earn their place, they work as a visual channel that complements the speaker rather than replacing them. Sumeet Gayathri Moghe sets out the principles that follow from …

1 分钟58#系统设计#重构
架构
Martin Fowler9/29

Bliki: Sensible Default精选导读

A Sensible Default is a practice that, absent some overriding context, should be used when carrying out a certain kind of task. In software development such sensible defaults might include things like “use version contr…

5 分钟58#系统设计#重构#bliki
架构
Martin Fowler9/29

Fragments: September 29精选导读

Simon Willison: The more time I spend working with coding agents, the more convinced I am that they make software engineering even harder We can do amazing things with them, but unlocking their full potential requires e…

13 分钟58#系统设计#重构
架构
Netflix TechBlog9/25

Trading a Cloud Identity for Your Own: Workload Attestation on Managed Compute精选导读

By Dhruv Pratap Introduction Organizations that have been around for a while usually run two identity systems side by side. One belongs to the cloud provider: IAM roles, instance profiles, execution roles. The other is …

29 分钟50#大规模系统#identity#aws-emr
架构
Martin Fowler9/24

Fragments: September 24精选导读

Rob Bowley is “flipping tables in his head” with anger at the current media coverage of the danger of AI killing us all The risk I’m worried about isn’t a future machine deciding to wipe us out. It’s today’s AI, being w…

13 分钟58#系统设计#重构
架构
Martin Fowler9/24

Healthy Feedback精选导读

Human collaboration, like most things, improves with feedback. But it's not obvious how to make feedback effective. Anuja Karnik and Sumeet Gayathri Moghe pass on a bevy of tips for healthy feedback, based on the princi…

30 分钟58#系统设计#重构