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Welcome to the Tecton blog

Our thoughts on extracting ML signal from the data noise

FEATURED POST

Posted by  Mike Del Balso
October 20, 2020

What is a Feature Store?

Posts

2021 at Tecton: A Year in Review

2021 is a wrap, and what a year it has been! As we head into the New Year, I want to take a look back at what we’ve accomplished this year and share with you some of the things I … Read More

Posted by  Kevin Stumpf
December 29, 2021

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David Hershey

Our blog series, Featured Tectonauts, highlights the amazing characters we get to interact with daily here at Tecton. Want to join the team? Check out our open positions here. What do you do at Tecton? What does your team do? … Read More

Posted by  David Hershey
December 10, 2021

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Maintaining Feature Pipelines with Automated Resolution of Compute Failures

Customers rely on Tecton for providing uninterrupted access to their machine learning features. Tecton orchestrates and manages the data pipelines that compute these features, insulating the end user from their complexity. However, the pipelines run user-provided transformation code on cloud … Read More

Posted by  Maxim Gurevich
December 9, 2021

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Serving 100,000 feature vectors per second with Tecton and DynamoDB

There is a class of Machine Learning models that require real-time data to make predictions – the process by which these models make predictions is known as Online Inference. Examples of these types of models are models that detect fraudulent … Read More

November 16, 2021

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Introducing Array Type Features

We’re excited to announce that Tecton now natively supports Array type features. Our customers are now deploying array features in operational ML models. In this article, we’ll go through (1) how arrays are commonly used in operational ML systems and … Read More

Posted by  Jake Noble
November 8, 2021

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Tecton’s Security and Compliance Journey to SOC 2 Type 2

Tecton is SOC 2 Type 2 compliant (but that’s not what this post is about) If you search for “SOC 2 Type 2 announcement” you’ll find troves of blog posts from companies of all sizes, so that’s not what this … Read More

Posted by  Ravi Trivedi
October 26, 2021

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My observations since joining Tecton as VP of Engineering

I joined Tecton 4 months ago and would like to share my impressions while they are still fresh! I have spent almost 2 decades in various startups. In seven of them I was Director of Engineering and later VPE in … Read More

Posted by  Mike Saparov
October 12, 2021

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Samantha Rydzewski

We are happy to announce a new blog series here at everyone’s favorite feature store – Featured Tectonauts . In this blog series, we will be highlighting the amazing characters we get to interact with daily here at Tecton. Want … Read More

Posted by  Samantha Rydzewski
October 1, 2021

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Introducing Low-Latency Streaming Pipelines for Real-Time ML

Intro We’re excited to announce that Tecton now automates low-latency streaming pipelines, to help organizations quickly and reliably build Real-Time ML models. Real-Time ML means that predictions are generated online, at low latency, using real-time data; new events are reflected … Read More

Posted by  Derek Salama
August 9, 2021

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