Why high-level abstractions hide the metal: Using ATmega328 as a didactic toy to visualize registers and bits
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I've been building with AI for a while now. I can get these tools to do what I want, but I want to go a level deeper, past "it works" into actually understanding why. So I'm sharpening the fundamentals and the applied side, and writing it down here as I go. Expect short, honest posts on what I'm learning and building.
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Suno has ambitions to be more than just a toy to churn out AI slop, it also wants to be a streaming destination and to break new artists. Spark is their new incubator program for independent artists that provides grants, mentorship, and marketing support. To apply, artists need to be an unsigned singer, songwriter, or […]
Most teams reach for Temporal when they need coordination guarantees.The tradeoff is rewriting your entire codebase to be deterministic and learning a new programming paradigm. Redis SETNX wasn't giving me correctness guarantees. You can make your own coordination primitive on postgres Like I did for my payments service Full writeup: https://statecraft.hashnode.dev/you-don-t-need-temporal-you-need-postgres Edit: i formatted poorly and the bracket became a part of the link it's fixed submitted by /u/munch_muffin_solas [link] [留言]
Why console.log() can be misleading in browser DevTools: live object references, promises that look different when expanded later, logs changing timing-sensitive behavior, stale React state after updates, and source maps pointing at surprising line numbers. submitted by /u/OtherwisePush6424 [link] [留言]
System stats and translation on your Mac's notch Discussion | Link
Bash4LLM is a single-file Bash wrapper for interacting with LLMs from the terminal. I created it because I wanted something simple that worked without installing Python, Node, or any other runtime. It uses only Bash, curl, and jq. You can send prompts, start a small chat, process files line by line, stream output, and save session metadata in JSON format. I tried to make it safe and predictable: no use of the system /tmp, no use of eval. Groq is supported by default, and other providers can be a
"Mistakenly we thought that by just introducing artificial intelligence ... that would produce a high-quality product.”