Posts

Kubeflow guide: Part 1

Posted on May 18, 2023 | 7 minutes | 1294 words | Michael Lacore

Developing a machine learning model needs end-to-end thinking. From data collection to model deployment, productionizing an ML model is a journey. After the final step - model deployment, ML engineers and data scientists should not stop there but keep measuring the model performance and monitoring model drift. Due to the complexity and wide areas to cover, people working in the ML domain rely on software like Kubeflow that can streamline the ML process. [Read More]

devops kubeflow developer platforms cloud infrastructure platform engineering machine learning docker kubernetes ai

Dilating GitHub Actions using Dialyzer

Posted on March 17, 2023 | 4 minutes | 701 words | Andreas Kasprzok

Elixir is a strong dynamic language: it checks types at run time, enabling some of its most powerful features like pattern matching and macros. The “strong” part tells us that type conversion needs to be explicit, unlike JavaScript, which aims to always do “something” with your code, and happily converts between types. These properties make Elixir a flexible and productive language, but open the possibility for bugs such as passing the wrong type to a function during run time, crashing the process. [Read More]

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The CIDR problem, and how we fixed it

Posted on March 6, 2023 | 4 minutes | 788 words | Michael Lacore

Who needs CIDR? Who are we kidding? We do. You likely already know that CIDR notation is a necessary evil for DevOps and operations teams. However, for those who don’t have experience in the networking field, CIDR notation may seem confusing, irrelevant, and potentially devastating when done incorrectly. What is CIDR notation? CIDR notation allows us to express a range of IP addresses using a single number, called the subnet mask. [Read More]

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DevOps is Bullshit

A Critique of How We've Fooled Ourselves for Years.

Posted on October 19, 2022 | 11 minutes | 2247 words | Cory O'Daniel

DevOps started as a well-intentioned set of practices and culture. Over the years, it has devolved into an unholy beast of division and tunnel vision. Why did we stop dreaming bigger? What happened to tearing down silos, increasing engineering velocity, and adding value? Remember? The things DevOps was supposed to do? But the reality is, outside of FAANG and the most well-funded companies, your team is probably doing one of the following: [Read More]

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Announcing our $3MM seed round

Posted on August 19, 2022 | 3 minutes | 440 words | Cory O'Daniel

We are excited to announce our $3MM seed round led by 1984 Ventures! The round was led by Ramy Adeeb of 1984 Ventures (previous investor in Square, Posthog). They are founders and operators with a fantastic track record of helping turn bold ideas into great companies. The round also included Y Combinator, Uncorrelated Ventures (previous investor in Redis Labs, MuleSoft), Page One Ventures, Soma Capital, Hack VC, and technical/founder angels with experience starting their own successful businesses. [Read More]

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