6 best practices for optimizing trade execution

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Welcome to the latest edition of KX Pulse!?

Kicking things off, we explore six best practices for optimizing trade execution, including some great tips for turning TCA into your trading MVP — boosting performance and keeping risk in check.

Ryan Siegler then steps in to share how multi-agent AI frameworks can help you squeeze every bit of value out of your unstructured data.

From last week’s KX Capital Markets Summit in London, Alexander Unterrainer from DefconQ gives us his top takeaways—insights, trends, and a glimpse of what he believes next for AI in capital markets.

Then, Conor McCarthy unveils the new features in PyKX 3.0, and we wrap things up with Michaela Woods sharing a treasure trove of tips and tricks from the kdb+ community to help you work smarter, not harder.

Blog: 6 best practices for optimizing trade execution?

KX Account Director Feargal Murphy teams up with Leon Liang, CFA, FRM ?of?ICE and Cat Turley of ExeQution Analytics to share six best practices for turning Transaction Cost Analysis (TCA) into a game-changing driver of trade performance and risk management.??

Key takeaways:?

• Redefine TCA: Move beyond compliance and use TCA for continuous learning and actionable insights.??
• Leverage real-time data: Tap into KX’s low-latency platform for precise, in-the-moment decision-making.??
• Integrate seamlessly: Combine diverse datasets from ICE with KX’s advanced analytics to unlock rapid strategy refinement.?

Read the full blog?

Blog: Harnessing multi-agent AI frameworks?

Multi-agent AI frameworks are transforming industries by enabling complex decision-making and collaboration between AI agents. Read Ryan Siegler ’s blog and learn how this approach might make your applications more flexible and scalable.?

Key takeaways:?

• Cooperative AI: Multi-agent frameworks enable systems to collaborate, enhancing decision-making capabilities.?
• Scalability: Adapt to complex environments with AI systems designed for large-scale applications.?
• Diverse applications: From finance to logistics, explore how multi-agent AI solves real-world problems.?

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Blog: Highlights from the KX Capital Markets Summit?

The recent KX Capital Markets Summit brought together industry leaders to discuss the impact of AI and real-time analytics on trading, compliance, and performance. Alexander Unterrainer from DefconQ shares his experience of the day, which explored vital?topics such as optimizing quantitative development, fixed-income trading, and how capital markets firms can achieve an AI-first future.?

Key takeaways:?

• AI in capital markets: Discover how real-time analytics and AI shape the future of trading and compliance.?
• Partner innovation: Collaborations with industry leaders like NVIDIA, AWS, and ICE highlighted how partnerships drive new advancements in AI and real-time data analytics.?
• Focus on Speed and Scale: The summit emphasized the need for solutions that process high-frequency data with low latency, ensuring firms remain competitive in today’s fast-paced markets.?

Read the full recap?

Blog: Introducing PyKX 3.0

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The latest version of PyKX brings exciting enhancements to bridge Python and kdb+ more seamlessly. Conor McCarthy explains how this update boosts developers' and analysts' performance, usability, and flexibility.?

Key takeaways:?

• Enhanced workflows: New features simplify Python and kdb+ integration, streamlining development.?
• Boosted performance: Enjoy faster operations and improved efficiency with upgraded tools.?
• Expanded capabilities: New APIs unlock greater flexibility for data-driven solutions.?

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Blog: Tips, tricks, and solutions from the kdb+ community?

Developer Advocate Michaela Woods has collected practical tips, best practices, and solutions shared by the kdb+ community. This blog is a must-read for developers looking to solve everyday challenges and improve workflows.?

Key takeaways:?

• Iterators as Loop Replacements: The blog emphasizes using iterators to replace traditional loops, enhancing code efficiency and readability. ?
• qSQL Optimization: It provides strategies for optimizing qSQL queries, focusing on performance improvements and best practices. ?
• Inter-Process Communication (IPC): The article discusses effective methods for IPC, facilitating seamless data exchange between processes. ??

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Welcome to the latest edition of KX Pulse!????

Applications are still open for our Developer Advocacy Program, ‘Community KXperts’! This program is ideal for anyone passionate about sharing their knowledge on KX through blogs, articles, or other content. To apply, contact [email protected] or fill out this form.????

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