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Incident Review: Meta-Review, August 2020

Honeycomb

But every once in a while, teams or systems hit an inflection point where enough things change at once and the pattern of incidents shifts. 8/3 – Query engine lambda startup failures : A code change was merged that prevented the lambda-based portion of our query engine from starting. The meta-review. What went wrong?

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9 trends to watch in systems engineering and operations

O'Reilly Media - Ideas

If your job or business relies on systems engineering and operations, be sure to keep an eye on the following trends in the months ahead. Knative vs. AWS Lambda vs. Microsoft Azure Functions vs. Google Cloud. From artificial intelligence to serverless to Kubernetes, here’s what on our radar. Kubernetes.

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Fundamentals of Data Engineering

Xebia

The following is a review of the book Fundamentals of Data Engineering by Joe Reis and Matt Housley, published by O’Reilly in June of 2022, and some takeaway lessons. Understand the cultural foundations of Agile, DevOps, and DataOps. The audience is very broad when described that way. Nevertheless, I strongly agree. .

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Architect defense-in-depth security for generative AI applications using the OWASP Top 10 for LLMs

AWS Machine Learning - AI

If you are unfamiliar with the overall AI and ML workflow, start by reviewing 7 ways to improve security of your machine learning workloads to increase familiarity with the security controls needed for traditional AI/ML systems. There are many other AWS Security training and certification resources available.

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What it’s like to be a backend engineer at Netlify

Netlify

These fine folks architect the scalable build system workflows, edge routing, telemetry, metrics, account management, lambda functions, and so much more that everything depends on. So I tend to get as much work done as possible and also review PRs in the afternoons and then reserve the evenings for meetings/syncs with my colleagues.

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Paradigms, Patterns and Idioms

The Programmer's Paradox

This would include Procedural, Object-Oriented, Functional, ADT, Lambda Calculus, or Linear Algebra, but there are probably a lot of others. OO is decomposing by objects, Functional tends to be more by Category Theory, while languages like Lisp try for lambda calculus. Idioms are the least understood conventions.

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21 Best Practices for Migrating to React JS

Modus Create

Allow yourself time to vet and review references. Also, make sure the partner cultivates a good company culture. Minor code increments allow faster reviews and quick fixes. Good examples are AWS Lambda or Cloudflare Workers. Use a Design System. Agree on the migration progression strategy. Bring in the tests.