The fastest agent in the race has the best evals

The fastest agent in the race has the best evals

Ryan welcomes Benjamin Klieger, lead engineer at Groq, to explore the infrastructure behind AI agents, how you can turn a one-minute agent into a ten-second agent, and how they used fast inference and effective evals to build their efficient and reliable Compound agent.

Episode notes:

Groq delivers fast, low-cost inference using their custom-designed LPU, the first chip built for inference. Check out their agent, Compound, which can search the web and run code.

Connect with Benjamin on LinkedIn and X.

Congrats to user Bart Kiers for winning a Stellar Answer badge on their response to Regular expression to match a line that doesn't contain a word.

See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

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Can GenAI 10X developer productivity?

Can GenAI 10X developer productivity?

Bito AI is an AI coding tool that helps developers work more productively with features like code completion within the IDE and personalized answers drawn from your codebase. Get started with their docs here.ICYMI: Retrieval augmented generation (RAG) is a way of addressing LLM hallucinations and outdated training data.Listen to our recent episode about how an original architect of Jira is rethinking meaningful engineering metrics.Connect with Anand on LinkedIn or Twitter.com. Shoutout to Stack Overflow user Jan Kardaš, whose answer to Go: Retrieve a string from between two characters or other strings earned them a Lifeboat badge.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

28 Nov 202332min

Cloudflare Workers have a new skill: AI inference-as-a-service

Cloudflare Workers have a new skill: AI inference-as-a-service

Cloudflare is a cloud provider used by almost 20% of all websites. Developers new to Cloudflare can get started here.Cloudflare recently launched Workers AI, an open, pay-as-you-go AI inference-as-a-service platform that lets developers run machine learning models on the Cloudflare network from their own code. Developers can get started here.On a related note, read Ryan’s article exploring the infrastructure and code behind edge functions or check out his conversation with Vercel CTO Malte Ubl.Retrieval augmented generation (RAG) is a strategy that helps address both LLM hallucinations and out-of-date training data.Connect with Rita on LinkedIn.Connect with Cassidy through her website.Shoutout to Stack Overflow user Bamieh, whose answer to What does the function call app.use(cors()) do? earned them a Lifeboat badge.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

21 Nov 202325min

The AI assistant trained on your company’s data

The AI assistant trained on your company’s data

Sana automates user enrollment, training reminders, and other manual/admin tasks associated with onboarding and learning. Sana AI, their AI assistant, is trained on a company’s data so employees can self-serve the knowledge they need.On a related note, listen to our interview with Gašper Beguš, director of the Berkeley Speech and Computation Lab, about his research into how LLMs and humans acquire language.You can also read about how Stack Overflow implemented semantic search.Connect with Joel on LinkedIn.Stack Overflow user Donagh Hatton received a well-earned Lifeboat badge with their answer to Why is StringBuilder much faster than String?.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

17 Nov 202328min

Build vs. buy doesn't matter. Tool adoption does.

Build vs. buy doesn't matter. Tool adoption does.

SPONSORED BY CHRONOSPHEREEpisode notes:Chronosphere is introducing Lens, a cloud-native observability tool to view data flows between services. At Uber, Rob created M3, an open-source metrics engine compatible with Prometheus.  Congrats to Lifeboat badge winner, ralf htp, for their answer to How to read an image in Python OpenCV. If you want to meet Rob and the Chronosphere team, they’ll be at AWS re:Invent  from Nov. 27 to Dec. 1.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

15 Nov 202327min

Trust as a service for validating OSS dependencies

Trust as a service for validating OSS dependencies

ICYMI, listen to part one of this conversation.Craig is the cofounder and CEO of Stacklok, which helps developers and open-source communities build safer software, secure the supply chain, and choose safer dependencies. Stacklok’s free-to-use service, Trusty, employs a statistical analysis of author/repo activity and a package’s source of origin to assess its trustworthiness.Craig cofounded the Kubernetes project, an open-source system for automating deployment, scaling, and management of containerized applications.Craig is on LinkedIn.Stack Overflow user mprivat earned a well-deserved Lifeboat badge by answering Abstract class extending concrete classes.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

14 Nov 202312min

How the cocreator of Kubernetes is helping developers build safer software

How the cocreator of Kubernetes is helping developers build safer software

Stacklok helps developers and open-source communities build safer software, secure the supply chain, and choose safer dependencies. Trusty is their free-to-use service that employs a statistical analysis of author/repo activity and a package’s source of origin to assess its trustworthiness.Craig cofounded the Kubernetes project, an open-source system for automating deployment, scaling, and management of containerized applications.He is also the former VP of Research and Development at VMWare.Follow Craig on LinkedIn.Congrats to Stack Overflow user netcorefan, who earned a Lifeboat badge with their answer to Need a workaround to access ReadOnlySpan inside a function that returns an IEnumerable.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

10 Nov 202316min

He helped create Jira. Now he's searching for meaningful engineering metrics

He helped create Jira. Now he's searching for meaningful engineering metrics

Sleuth helps engineering teams systematically improve efficiency by tracking speed and release quality, preventing slowdowns and bottlenecks, and removing toil and unnecessary friction. Try it for free or see how teams are using Sleuth. Interested in the automations they offer for teams, check out their public marketplace.Dylan was an original architect on JIRA, so he’s not exactly new to issue- and project-tracking software.DevOps Research and Assessment (DORA) is a research program that tries to understand what drives successful software delivery and operations performance. According to Dylan, one thing the best development teams have in common is their culture of continuous learning.Connect with Dylan on LinkedIn.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

7 Nov 202328min

Tomasz Tunguz: From Java engineer to investor in eight unicorns

Tomasz Tunguz: From Java engineer to investor in eight unicorns

Tomasz is a general partner at Theory Ventures, a venture capital firm focused on early-stage software companies.He coauthored the book Winning with Data, a deep dive into how big data has changed business best practices and organizational culture.Find Tomasz’s writing here.Follow Tomasz on LinkedIn or Twitter.com.In honor of Tomasz’s early career, we’re shouting out Johnny Hujol’s answer to What exactly is a container in J2EE and how does it help?.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

3 Nov 202319min

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