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E163: Using Feedback Loops to Optimize LLM-Based Applications

38:12
 
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Manage episode 463427740 series 3438596
محتوای ارائه شده توسط Robby (MTF); Tim (Essence VC). تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط Robby (MTF); Tim (Essence VC) یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal

Viraj Mehta is the Co-Founder & CTO of TensorZero which is an open-source infrastructure platform that creates a feedback loop for optimizing LLM applications. Their open source project helps users turn production data into smarter, faster, and cheaper models.

In this episode, we dig into:

  • The benefits of feedback loops for LLMs

  • Helping their users choose the best underlying models for their applications

  • "Recipes" as a potential monetization path

  • The most common optimizations for LLM-based apps

  • Educating users on what's possible with LLMs

  continue reading

175 قسمت

Artwork
iconاشتراک گذاری
 
Manage episode 463427740 series 3438596
محتوای ارائه شده توسط Robby (MTF); Tim (Essence VC). تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط Robby (MTF); Tim (Essence VC) یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal

Viraj Mehta is the Co-Founder & CTO of TensorZero which is an open-source infrastructure platform that creates a feedback loop for optimizing LLM applications. Their open source project helps users turn production data into smarter, faster, and cheaper models.

In this episode, we dig into:

  • The benefits of feedback loops for LLMs

  • Helping their users choose the best underlying models for their applications

  • "Recipes" as a potential monetization path

  • The most common optimizations for LLM-based apps

  • Educating users on what's possible with LLMs

  continue reading

175 قسمت

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Roman Gershman is Co-Founder & CTO of Dragonfly , the drop-in Redis replacement for heavy data workloads that has significant performance, cost, and scale benefits. Their open source dragonflydb has 28K stars on GitHub. Dragonfly has raised $21M from investors including Quiet Capital and Redpoint. In this episode, we dig into: The challenges with Redis The users that have really benefitted from Dragonfly (high scale + real-time needs - gaming, B2C) The benefits of being multi-threaded How they got some of their bigger users / customers like Twilio, SoFi, and Spotify…
 
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Andrew Norris is Co-Founder & CEO of DevCycle , the leading feature flagging platform based on the OpenFeature project. OpenFeature provides a standard for feature flagging unifying tools behind a common interface and avoiding vendor lock-in at the code level. DevCycle is a product created by Taplytics , the platform for marketing and product teams to A/B test. In 2023, they raised $5M to scale DevCycle. In this episode, we dig into: The creation of DevCycle through insights at Taplytics Learning to sell to engineers (DevCycle) vs. marketing teams (Taplytics) The decision to keep Talytics going vs. focus solely on DevCycle Why engineers prefer open standards like OpenFeature How their GTM works alongside OpenFeature…
 
Aviram Hassan is Co-Founder & CEO of MetalBear , the cloud development platform that lets developers run local code as if it were part of their remote environment. Their project, mirrord , has 4K stars on GitHub and is loved by users at companies like SentinelOne, Flexport, and Run.ai . In this episode, we dig into: How traditional staging environments create friction for cloud developers Their unique approach that allows for concurrency - and educating the market on it How open source helped build trust with big, enterprise customers early The story behind their first big customer win Focusing on a killer, fast time to value implementation Introducing monetization early, and how their products align with open source mirrord…
 
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Ben Sigelman is the Co-Founder & CEO of observability platform Lightstep as well as Co-Creator of open source observability frameworks OpenTracing and OpenTelemetry . Lightstep was acquired by ServiceNow in 2021 and OpenTelemetry was released in 2019 and has since become the standard observability framework. In this episode, we dig into: The founding story for Lightstep - including the initial pivot into the idea The benefits Lightstep got from open sourcing OpenTracing The OpenTracing and OpenCensus merger into OpenTelemetry Why OpenTelemetry has been so widely adopted Ben's perspective on the many companies building with OpenTelemetry today How their team made the decision to take the ServiceNow acquisition Company building learnings around team building (& more!)…
 
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Viraj Mehta is the Co-Founder & CTO of TensorZero which is an open-source infrastructure platform that creates a feedback loop for optimizing LLM applications. Their open source project helps users turn production data into smarter, faster, and cheaper models. In this episode, we dig into: The benefits of feedback loops for LLMs Helping their users choose the best underlying models for their applications "Recipes" as a potential monetization path The most common optimizations for LLM-based apps Educating users on what's possible with LLMs…
 
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