ODSC East 2024: A Crowded Marketplace of Powerful, Risky AI Language Models by Ed Lyons
With so many choices, what kinds of questions must be answered before making a choice?
Here are a few:
What type of model best suits our specific needs?
How much would it cost for all phases of development, enhancement, and operation?
Has the training it has gone through relevant to our business?
Do we have to do additional training of this model?
How secure would our data be if we added it to the model?
How will errors and other unacceptable outputs be managed?
How can we integrate this into our larger architecture?
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ODSC East 2024: Navigating the Frontiers of LLMs, Generative AI, and Data Engineering by Ranjan Bhattacharya
Here are some of the key highlights for AI/ML practitioners from ODSC East 2024: Navigating the Frontiers of LLMs, Generative AI, and Data Engineering.
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Mastering Ambiguous Software Modernization: A Guide to Breaking Down Monoliths into Iterative MVPs
Break down monoliths into MVPs for successful modernization projects. Don’t let perfect be the enemy of good; Strive for progress over perfection as you plan and execute these projects.
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OKTA Authorization Using Microsoft Active Directory by Yuxin Wang
In recent years, OKTA has been very popular as a preferred solution for integrating security into web applications. A notable observation is the abundance of code examples available online for authentication purposes, whereas resources for authorization are comparatively scarce. In this article, I aim to outline the steps involved in utilizing OKTA's Active Directory integration specifically for authorization purposes.
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Key Enterprise Digital Transformation & Modernization Pain Point: Data Readiness
A data-ready enterprise organization achieves enhanced decision-making capabilities, operational efficiency, and innovation through optimized data utilization across all levels of the business. These capabilities may also lead to new and innovative products or services.
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Will AI Replace Coders? by Ed Lyons
Just about every programmer has given Generative AI a try in their development environment by this point, whether out of curiosity or fear. The hype around this technology is shouting at us everywhere. “BEWARE CODERS! You will be replaced by AI (you may escape if you subscribe to my paid newsletter.)”
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Tactical Documentation During Modernization by Ed Lyons
A modernization project needs lots of new documentation to keep everyone working productively and with good velocity. It will not be the same as the documentation that is there for existing systems. But if it can be done quickly, iteratively, and with purpose, the effort is far more likely to achieve its goals.
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Containerization: A Key Strategy for Business Agility by Jim Wilcox
Adopting containerization is a key strategy for supporting business agility. Containerization will enable your organization to accelerate its software development and delivery, empower its developers, enhance security, and reduce costs. Containerization will also prepare your team for the future, as it will facilitate migration to the cloud and reduce friction in adoption of new technologies and innovations.
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Meeting the Modernization Challenge in the Enterprise
The most serious modernization challenges have one thing in common: they do not go away by themselves.
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Platform Agility in the Modern Enterprise by Jim Wilcox
In this blog post, we will navigate the lifecycle of bespoke software solutions, from their in-house inception or re-implemented modernization to their eventual cloud migration, addressing risks, and supporting stakeholders.
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Add the Definition of Ready to Your Agile Toolkit for Predictable Delivery by Jennifer Parker
In order to achieve predictable delivery, it’s crucial for development teams to understand the requirements before working on a story. Adding a “Definition of Ready” to your Agile toolkit helps teams overcome gaps in discovery.
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Unwrapping the QA Onion: An Approach to Quality in Software Modernization by Jennifer Parker
With an effective testing strategy, organizations should see an increasing number of bugs found early in the process and a decreasing trend of defect leakage to production.
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