To effectively test in production and improve reliability while keeping anxiety levels to a minimum, you must trust that your team and infrastructure you are maintaining stands on solid ground. This trust is built on tools and processes that allow you to quickly respond to the unexpected.

The arsenal of incident ready teams

Accepting change as the status quo is key to developing reliable software products. Antifragile/Resilient software teams learn from incidents and get better from them, via a set of techniques that helps teams to react quickly and effectively to incidents all the while maintaining peak performance, and learn from these incidents as a mean to improve reliability.

Dancing with the flames

I've been doing plenty of R&D and simply toying around of recent with various ML models (computer vision & language models for the most) but have been particularly fascinated in Segment Anything (SAM) capabilities, and attempted to bring its magic into 3D through THREE.js

Segment Anything in a 3D scene (using THREE.js)

3rd's lesson's notes on the excellent Fast.ai Practical AI Ethics course - now getting into practical ways to apply ethical frameworks via tools and processes

Practical AI Ethics course notes - Ethics toolkit

Second lesson's notes on the excellent Fast.ai Practical AI Ethics course, this one treating on Algorithmic "fairness" & biases , what are they and discussions on how they can better be prevented

Practical AI Ethics course notes - Bias

Decided to share my notes on the excellent Fast.ai Practical AI Ethics course, as I believe it to be essential information for anyone, particularly for software engineers & data scientists, "people in the room" in the making & training of AI models, hopefully to lead to bette ethical considerations. Lesson 1 is on Disinformation, and oh my this is scary already...

Practical AI Ethics course notes - Disinformation

Knowledge and cultural capital play a crucial role in the organisation's resilience, and its ability to adapt to the unalienable constant of change, reinvent itself, and overcome its peculiar challenges; what constitutes the knowledge capital of a technology organisation, including its people skillset and expertise, how efficiently ideas and information flows, as well as its (first party) intellectual property, is highly indicative of its true value, making it an essential nurturing for its thriving

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The arsenal of incident ready teams

Dancing with the flames