#SoftwareEngineer with Insatiable drive, believing Tech to liberate humanity. My bio, not my Tombstone, I hope it changesgithub.com/nickssilver Bay Shore, NYJoined November 2024
@kenyasgossips I have a friend who lives here, and honestly, the rules don’t always add up. I’ve paid fines a couple of times for not making a complete stop, not waiting the required seconds before moving, or missing sudden speed limit changes from 20 to 40.
With agentic AI and multi-agent teams taking over routine work, the human edge in 2026 is context, creativity, and moral compass. Code is cheap. Good abstractions, ethical guardrails, and real-world judgment aren’t.
Harvard's just open-sourced their ML Systems textbook. it's extremely practical for not just learning how to build and train models, but to build production systems (the skill that actually matters). topics are cool af:
> building autograd, optimizers, attention, and a mini-pytorch from scratch to truly learn how an ML framework runs. (i love this the most)
> basics of DL, batch sizes, precision, model architectures, and training
> ML performance optimization, HW acceleration, benchmarking, efficiency
so this is not just an intro to machine learning, it's the full package from the beginning to the actual end. right now you can read the book and access the code for free. this is one of the best books I've seen dropping in 2025, so don't sleep on it.
here's the repo (you can find the book link there): github.com/harvard-edge/c…
@EthanLeonard821 On solo, I use branches when I have some blockers, and release preview. So that I can have a more branch to continue to work with without mind being caught in an error loop
The tech industry is increasingly dividing between low-value workers who rely solely on AI for coding and high-value developers who possess a deep understanding of coding principles and can use AI as a supplementary tool. #TechDivide#FutureOfCoding”
Despite its drawbacks, vibe coding can be beneficial for experienced developers who can leverage AI tools to enhance their workflow while maintaining a solid grasp of coding fundamentals. #AIDevelopment#CodingSkills
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