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Engineering Practices for LLM Application Development

Martin Fowler

Here David Tan and Jessie Wang reflect on how regular engineering practices such as testing and refactoring helped them deliver a prototype LLM application rapidly and reliably. LLM engineering involves much more than just prompt design or prompt engineering.

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53 Questions Developers Should Ask Innovators

TechEmpower CTO

Even when they have talked to multiple developers or development firms, we’re often the first to ask basic questions like “Who are your customers?” ” or “Are you developing for desktop, tablet, mobile, or all three?” The innovator/developer relationship needs to be a conversation.

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How to modernize and accelerate mainframe application development

CIO

With that in mind, what can businesses do to modernize their applications effectively? By introducing open-source software to mainframe infrastructure, companies will improve product development, speed time to market, and open the mainframe to new developers that will drive mainframe innovation. Modernizing in place.

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Top 10 Frameworks for Developing Enterprise Applications

OTS Solutions

Enterprise application development projects have been transforming all industries such as healthcare, education, travel, hospitality, etc. Experts predicted that the framework-based application development market can grow by  $527.40 What are Enterprise Applications? billion by 2030.

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The Benefits of Infused Analytics for SaaS Applications and Companies

There are only so many priorities your product team can manage and there are only so many things your developers can afford to devote their time, attention and resources to. See how infused analytics can take your SaaS applications to the next level.

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Top 10 Frameworks for Developing Enterprise Applications

OTS Solutions

Enterprise application development projects have been transforming all industries such as healthcare, education, travel, hospitality, etc. Experts predicted that the framework-based application development market can grow by  $527.40 What are Enterprise Applications? billion by 2030.

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Jetpack.io helps developers focus on applications instead of infrastructure

TechCrunch

But when he was at his last job running engineering at Virta Health, he noticed that his developer team had to work hard deploying infrastructure, and it distracted them from their primary job building applications. It’s an issue that many development teams face that lack the resources of large companies like his earlier employers.

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LLMs in Production: Tooling, Process, and Team Structure

Speaker: Dr. Greg Loughnane and Chris Alexiuk

Technology professionals developing generative AI applications are finding that there are big leaps from POCs and MVPs to production-ready applications. However, during development – and even more so once deployed to production – best practices for operating and improving generative AI applications are less understood.

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Start Taking Your Embedded Partnerships Seriously

But if everyone knows that the development team is the lifeblood of your application and company, why are they often saddled with embedded technologies they don’t enjoy using? With our 100% SDLC compliance, see why developers across the globe choose Qrvey every day, and why you’ll want to as well.

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LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost

Speaker: Shreya Rajpal, Co-Founder and CEO at Guardrails AI & Travis Addair, Co-Founder and CTO at Predibase

Large Language Models (LLMs) such as ChatGPT offer unprecedented potential for complex enterprise applications. However, productionizing LLMs comes with a unique set of challenges such as model brittleness, total cost of ownership, data governance and privacy, and the need for consistent, accurate outputs.

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Top 5 Challenges in Designing a Data Warehouse for Multi-Tenant Analytics

Multi-tenant architecture allows software vendors to realize tremendous efficiencies by maintaining a single application stack instead of separate database instances while meeting data privacy needs. When you use a data warehouse to power your multi-tenant analytics, the proper approach is vital.

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Making Software Pirates Pay: An E-Commerce Playbook

Vendors large and small have been using software intelligence to understand who is using unlicensed versions of their software so they can develop data-driven strategies to identify and convert unpaid users, generating new license revenue. Download the eBook now!

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Monetizing Analytics Features: Why Data Visualizations Will Never Be Enough

Think your customers will pay more for data visualizations in your application? Discover which features will differentiate your application and maximize the ROI of your embedded analytics. Five years ago they may have. But today, dashboards and visualizations have become table stakes. Brought to you by Logi Analytics.

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Monitoring AWS Container Environments at Scale

Containers power many of the applications we use every day. Particularly well-suited for microservice-oriented architectures and agile workflows, containers help organizations improve developer efficiency, feature velocity, and optimization of resources.

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Turning Trial Users Into Successful Customers

Speaker: Daniel Foster, Strategy Lead, TechSmith & Vic DeMarines, VP of Product Management, Revenera

He will discuss his experimentation with onboarding communications to lift trial conversions and cover: Developing a strategy around hypotheses to test. Collecting data to identify users’ stated “job to be done” with the application. Analyzing the impact of improving customer experience on trial conversion rates.