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Strobelight: A profiling service built on open source technology

Engineering at Meta

Strobelight combines several technologies, many open source, into a single service that helps engineers at Meta improve efficiency and utilization across our fleet. Strobelight, Metas profiling orchestrator, is not really one technology. Were sharing details about Strobelight, Metas profiling orchestrator.

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Smart Banking in 2025: The Intelligent Technologies Defining CX and Operations

Precisely

During the recent American Banker webinar, Smart Banking in 2025: Intelligent Technologies Defining CX and Operations, I had the pleasure of speaking alongside Sarah Howell about the big shifts seen in bankingparticularly around digital transformation, compliance, and customer experience (CX). Cringe (to quote my teenage daughters).

Banking 58
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Building an an Early Stage Startup: Lessons from Akita Software

The Pragmatic Engineer

In this issue, we cover: How Akita was founded On cofounders Raising funding Pivoting and growing the company On hiring The tech stack The biggest challenges of building a startup For this article, I interviewed Jean directly. So we started to build API specs on top of our API security product. We pivoted to API observability in 2020.

Building 235
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Precisely Women in Technology: Meet Sarah

Precisely

While the technology continues to be a male-dominated industry, more women are pursuing careers in the space, driving meaningful change and innovation. To support this, the Precisely Women in Technology (PWIT) network, was created as a dedicated place for women to connect, share experiences, and learn from one another.

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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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Precisely Women in Technology: Meet Sravani

Precisely

The Precisely Women in Technology (PWIT) network was created to connect women in the organization to offer support, guidance, mentorship, and more opportunities. Continue reading to learn more about Sravani Malempati, Senior Support Engineer II, and her 16+ year career in technology. Why did you choose to pursue a career in technology?

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Building Linked Data Products With JSON-LD

Data Engineering Podcast

Summary A significant amount of time in data engineering is dedicated to building connections and semantic meaning around pieces of information. Linked data technologies provide a means of tightly coupling metadata with raw information. Go to dataengineeringpodcast.com/materialize today to get 2 weeks free!

Building 189
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Launching LLM-Based Products: From Concept to Cash in 90 Days

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. Stakeholder Engagement 👥 Learn strategies to secure buy-in from sales, marketing, and executives.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases.

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data.

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Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

He'll delve into the complexities of data collection and management, model selection and optimization, and ensuring security, scalability, and responsible use.

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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

Putting the right LLMOps process in place today will pay dividends tomorrow, enabling you to leverage the part of AI that constitutes your IP – your data – to build a defensible AI strategy for the future.

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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale.

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

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.