Introducing Rift: Tecton’s Compute Engine

April 21, 2025

Introducing Rift: Tecton's high-performance feature engineering engine built with Arrow, DuckDB, and Ray. Learn why it outperforms traditional ML compute options.

Feature PlatformsEngineeringProduct Updates

Introducing AI-Assisted Feature Engineering with Cursor & MCP

April 17, 2025

Learn how AI-assisted feature engineering with Tecton and Cursor is democratizing ML development, making sophisticated real-time applications accessible to more companies with less technical expertise required.

GenAIEngineeringFeature PlatformsThought LeadershipIntegrations

How Tecton’s Feature Platform Supercharged HomeToGo’s Ranking

October 17, 2024

This post was originally published on the HomeToGo blog and can be viewed here. At HomeToGo, our vision is to make incredible homes easily accessible to everyone. As the SaaS-enabled marketplace with the world’s largest selection of vacation …

Feature PlatformsEngineeringCustomer Stories

Building a High Performance Embeddings Engine at Tecton

July 18, 2024

At Tecton, we’ve always been focused on enabling customers to access and use their data in machine learning applications. Historically, this has meant transforming, joining, and aggregating tabular data into features that can be used in low-latency …

Engineering

Efficient & Accurate Data Generation for ML Models

October 17, 2023

Every effective ML models requires well-structured training data. This post covers the main challenges of constructing queries for feature retrieval and how the Tecton engineering team resolved them.

Engineering

What is online / offline skew in machine learning?

April 5, 2023

The online/offline skew (aka the training/serving skew) is one of the biggest challenges in machine learning. Learn how you can reduce skew in this post.

Operational & Real-Time Machine LearningEngineering

Why You Need a Feature Platform for Data Product Iteration

March 22, 2023

Iteration is a crucial part of any product development lifecycle and can be very complex when it comes to data products. See how a good feature platform can help.

Engineering

The Importance of Canary Testing to Ensure Feature Correctness

August 23, 2022

Learn how Tecton’s canary process was designed to keep Tecton’s feature platform reliable, stable, and scalable.

Engineering

Scaling Tecton’s Data Engineering Team

February 2, 2022

2021 was a big year for Tecton! Our mission is to bring ML intelligence to every production application, which starts with the world’s best enterprise feature store to power machine learning. We made huge strides towards this mission:​​ …

Engineering

Maintaining Feature Pipelines With Automated Resolution of Compute Failures

December 9, 2021

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 …

Engineering

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

October 26, 2021

Learn more about Tecton's journey to gaining customer and user trust, from the early days to receiving our SOC 2 Type 2 report.

EngineeringAnnouncements

My observations since joining Tecton as VP of Engineering

October 12, 2021

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 quickly growing startups such as …

EngineeringCompany Culture