commit its progress to git with descriptive commit messages
把人类的软件工程最佳实践（Git版本控制）直接映射给Agent，不仅解决了上下文传递问题，更重要的是赋予了Agent“撤销”的能力。在不可控的生成式探索中，可回滚的安全网是长周期运行的基础。
17 Matching Annotations
- Last 7 days
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www.anthropic.com www.anthropic.com
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inappropriately change or overwrite JSON files compared to Markdown files
这是一个极具洞察力的工程经验。Markdown格式对LLM来说太“自由”，易被模型篡改或幻觉覆盖；而JSON具有严格的Schema约束。选择合适的数据格式本身就是一种隐式的Prompt防护栏。
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www.anthropic.com www.anthropic.com
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errors in the spec would cascade into the downstream implementation.
展现了Agent系统设计中的风险控制逻辑：过早陷入底层细节会导致错误级联。让Planner专注于高层目标，将实现路径留给执行层自主探索，有效避免了自上而下的规划谬误，增强了系统的容错性。
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mistral.ai mistral.ai
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The trick is to think about the _information_ first and the input method second.
这是一个极具启发性的架构思维。开发者常陷入“怎么让用户输入”的交互细节中，却忽略了核心是“系统需要什么数据”。先定义数据契约，再适配输入方式（交互式、参数、配置文件），能瞬间解耦业务逻辑与交互层，大幅提升工具的可组合性。
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- Feb 2025
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172.26.107.195:14378 172.26.107.195:14378
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when an element has a valuedefined using a length (px, em, rem, and so forth), its computed value is inherited bychild elements.
So perfer rem for font-size and unitless number for else
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- Jun 2021
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greenmusicinitiative.de greenmusicinitiative.de
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Unsere Vision ist eine zukunftsfähige Musikbranche mit Vorbildcharakter in der Umsetzung von Klimaschutzmaßnahmen.
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stackoverflow.com stackoverflow.com
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a principle I use is: If you have an accessor, use the accessor rather than the raw variable or mechanism it's hiding. The raw variable is the implementation, the accessor is the interface. Should I ignore the interface because I'm internal to the instance? I wouldn't if it was an attr_accessor.
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- Jan 2021
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unix.stackexchange.com unix.stackexchange.com
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For the future, you should: Install LTS (Long-term support) versions as they have an 8-year life span (with Extended Security Maintenance) or 5 years without. The current LTS version is Ubuntu 18.04.1 LTS Bionic Beaver released on July 26, 2018 with an EOL in April 2023. OR Carefully watch the EOL of the interim / development releases and upgrade frequently.
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- Oct 2020
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psyarxiv.com psyarxiv.com
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MacFarlane, Douglas, Li Qian Tay, Mark J. Hurlstone, and Ullrich Ecker. ‘Refuting Spurious COVID-19 Treatment Claims Reduces Demand and Misinformation Sharing’, 30 September 2020. https://doi.org/10.31234/osf.io/q3mkd.
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- Sep 2020
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medium.com medium.com
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Unfortunately, many third party libraries, even though they are written in ESM, are published to npm as CJS modules, so we still need to concatenate them.
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- Apr 2020
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it reminds me of IT security best practices. Based on experience and the lessons we have learned in the history of IT security, we have come up with some basic rules that, when followed, go a long way to preventing serious problems later.
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The fact is that it doesn’t matter if you can see the threat or not, and it doesn’t matter if the flaw ever leads to a vulnerability. You just always follow the core rules and everything else seems to fall into place.
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- Jun 2018
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www.ncte.org www.ncte.org
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must keep the focus first on best practices
Good practices? Here are a couple of critiques of the phrase best practices.
1. When “Best Practice” is Bad Practice
Not trying to nitpick here, but as a teacher I find it more important to be able to look at any writing practice (digital or otherwise) and see how it fits my learners and our learning niche. I am always surprised at what works and what doesn't and how the trifling-est practice sometimes works. I understand, too, that the reason we propose 'best practice' and do research to determine what is best practice is to pare down on the universe of options available to us as teachers and learners. As an experiment ask a student what they might consider best practice for learning a particular thing and I think you might be surprised. Oh, right, students don't enter into best practice except as we practice it upon them.
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- Oct 2017
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www.seanmichaelmorris.com www.seanmichaelmorris.com
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B
I found myself thinking about the phrase "best practice" when reading this paragraph. All too often in my line of work we seem to be using that phrase more and more and it's beginning to feel like a new buzz word/phrase. The comment of the author "...they also distance us from our own instincts." really makes me stop and wonder about my intentions when saying it. Hmm...
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- Feb 2017
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ampliguity.xyz ampliguity.xyz
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http://openideo.com/open/youth-employment/concepting/youthhostel/
Link eingebracht
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- Dec 2016
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docs.aws.amazon.com docs.aws.amazon.com
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You can have a maximum of two access keys (active or inactive) at a time.
Incredibly useful to have up to two access keys simultaneously. You can make sure a new key is working before invalidating an old key which may still be in use. I wish more API providers would follow this practice.
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- Sep 2015
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docs.angularjs.org docs.angularjs.org
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When should I use an attribute versus an element? Use an element when you are creating a component that is in control of the template. The common case for this is when you are creating a Domain-Specific Language for parts of your template. Use an attribute when you are decorating an existing element with new functionality.
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