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Engineering

Automated Continuous Deployment at Heroku

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Over the past four years, the Heroku Runtime team has transitioned from occasional, manual deployments to continuous, automated deployments. Changes are now rolled out globally within a …

Up to 75% Faster Maintenances with Heroku Postgres and Redis Premium Plans

As outlined in a previous blog post, Heroku Data services undergo routine maintenances for security and patching. In this post, we describe the process used to minimize downtime for Heroku Postgres and Heroku Redis premium ‘High Availability’ plans and how we optimized the process to perform up to 75% faster.

Data Services Architecture

High availability plans for Postgres and Redis are designed to have two database instances running at the same time. One is …

Designing for Accessibility: Contrast Ratio

This is the second post in a two-part series about accessibility. The first post shares why designing for accessibility is important to us and why we encourage you to incorporate it into your software design process.

Heroku’s first accessibility initiative was to reach Level AA for luminance contrast ratio as defined by the internationally recognized best practices of the Web Content Accessibility Guidelines (WCAG) 2.0. This ratio guarantees the legibility of text against its …

Dataclips Power Insights at Heroku

Every organization needs to be data-driven in order to be successful. Whether you’re tracking an application’s performance, incoming support tickets, or revenue rates, different components of any company depend on metrics that inform the health of the business.

At Heroku, we’re hackers to the core, but that doesn’t mean we’re all programmers. We build on top of our own platform for everything we do, and one of the products we often use is Heroku Dataclips. …

Puma 4: Hammering Out H13s—A Debugging Story

For quite some time we've received reports from our larger customers about a mysterious H13 – Connection closed error showing up for Ruby applications. Curiously it only ever happened around the time they were deploying or scaling their dynos. Even more peculiar, it only happened to relatively high scale applications. We couldn't reproduce the behavior on an example app. This is a story about distributed coordination, the TCP API, and how we debugged and fixed …

How Heroku Operates its Multi-Tenant Apache Kafka Services

This blog post is adapted from a talk given by Ali Hamidi at Data Council SF ’19 titled “Operating Multi-Tenant Kafka Services for Developers on Heroku.”

https://www.youtube.com/embed/-AtHKoTNR1k

Thousands of developers use Heroku’s Apache Kafka service to process millions of transactions on our platform—and many of them do so through our multi-tenant Kafka service. Operating Kafka clusters at this scale requires careful planning to ensure capacity and uptime across a wide range of customer …

Six Strategies for Deploying to Heroku

There are many ways of deploying your applications to Heroku—so many, in fact, that we would like to offer some advice on which to choose. Each strategy provides different benefits based on your current deployment process, team size, and app. Choosing an optimal strategy can lead to faster deployments, increased automation, and improved developer productivity.

The question is: How do you know which method is the “best” method for your team? In this post, we’ll …

CLI Flags in Practice + How to Make Your Own CLI Command with oclif

Editor’s note: If you like CLIs, you should check out oclifconf taking place on Friday, May 31st in San Francisco. It’s the first community get-together for oclif! Space is limited so let us know soon if you are interested in joining.

What is it that makes working from the command line so empowering? It can feel archaic at times, sure, but when you remember the right sequence of words, characters, and symbols for what you’re …

Getting to Know Python 3.7: Data Classes, async/await and More!

If you’re like me, or like many other Python developers, you’ve probably lived (and maybe migrated) through a few version releases. Python 3.7(.3), one of the latest releases, includes some impressive new language features that help to keep Python one of the easiest, and most powerful languages out there. If you’re already using a Python 3.x version, you should consider upgrading to Python 3.7. Read on to learn more about some of the exciting …

Optimizing Database Performance in Rails

Setting up a database is a relatively straightforward process (Heroku has an add-on for that), but getting it to run well in production is sometimes another matter. As your application grows and your data grows along with it, you will likely find a number of performance bottlenecks specifically related to your database, and this post aims to help you diagnose and address those issues when they arise.

As with all components of your infrastructure …

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