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speedscale

Unlock Cheaper & Faster AI Testing: Mocking Claude and MCP

Apr 25, 2025 By Shaun Duncan In Speedscale
Generative AI is quickly becoming ubiquitous in the software development space, with tools like Anthropic’s Claude offering rapid methodologies for code iteration, testing, and deployment. As new solutions, such as MCP (Model Context Protocol), are created to make integration more seamless, enterprises are adopting these AI solutions to optimize their development processes, a familiar challenge repeatedly arises: cost.
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integrate

A Comprehensive Guide to Snowflake Data Clustering

Apr 25, 2025 By Donal Tobin In Integrate
In the realm of cloud data warehousing, Snowflake stands out for its scalability and performance. A pivotal feature contributing to its efficiency is data clustering. This guide delves into the intricacies of Snowflake's data clustering, offering insights and best practices for clustered tables to harness its full potential.
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Why are AI Agents Superior to LLM #speedscale #apitesting #mocks #ai #agents #llm #developers

Apr 25, 2025 By Speedscale In Speedscale
Matt LeRay explains the key difference: AI agents can perform multi-step processes to solve complex software tasks, unlike simple LLMs that mainly answer questions. Discover how agents go beyond chat to: What are your thoughts on AI agents in software development? Let us know in the comments below!
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integrate

Kafka ETL for Real-Time Data Pipelines

Apr 25, 2025 By Donal Tobin In Integrate
In the era of real-time analytics, traditional batch ETL processes often fall short of delivering timely insights. Apache Kafka has emerged as a game-changer, enabling organizations to build robust, scalable, and real-time ETL pipelines. This article delves into how Kafka for ETL facilitates modern integration processes, its core components, best practices, and real-world applications.
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Secure your MCP servers with Kong AI Gateway

Apr 25, 2025 By Kong In Kong
Managing AI infrastructure isn’t enough—you need to protect it. In this demo, learn how to secure, observe, and govern your MCP servers using Kong AI Gateway. If you’re integrating MCP into your stack, Kong’s AI Gateway acts as the trust layer—keeping your costs down, your innovation moving, and your risks in check. Subscribe for more demos on AI infrastructure, API management, and platform engineering.
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astera

A Guide to Agentic RAG: What Makes RAG truly Agentic?

Apr 25, 2025 By Khurram Haider In Astera
Before we delve into agentic RAG and AI agents, let’s take a moment to acknowledge that the world of artificial intelligence is evolving at a tremendous pace. From the initial excitement surrounding large language models (LLMs) to the practical application of generative AI (Gen AI), businesses are constantly finding new ways to automate tasks and innovate faster.
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Choosing The Right LLM: Why Flexibility Is Key

Apr 24, 2025 By Snowflake Inc. In Snowflake
In this Cortex AI roundtable, Snowflake's Arun Agarwal, Yusuf Ozuysal, and James Cha-Earley highlight why AI model flexibility is crucial for real-world applications. Recognizing that no single large language model excels at everything — coding, reasoning, extraction, or conversation — Snowflake Cortex AI brings the strengths of different LLMs together by integrating leading LLMs like OpenAI, Mistral, Anthropic, and Meta into one secure platform.
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