WFH Productivity & Wellbeing

Boundaries, burnout, ergonomics, and focus tooling.

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dev.to > ikkun1222 > jev-vs-a-310m-encoder-i-trained-myself-750-rows-three-tasks-two-different-winners-242e

Jev vs a 310M encoder I trained myself: 750 rows, three tasks, two different winners

2+ hour, 20+ min ago   (960+ words) One-line summary: A decision API wins when you have no labels; a small trained encoder wins when you have a few hundred — and which one wins on a given task is decided by the shape of the task, not by…...


dev.to > luiscruzcwb > engenharia-de-prompts-de-zero-shot-a-retrieval-augmented-generation-44aj

Engenharia de Prompts: de Zero-shot a Retrieval Augmented Generation

4+ hour, 20+ min ago   (693+ words) Cada técnica resolve uma limitação específica da anterior. Vale seguir essa ordem para entender por que elas existem. Zero-shot é o uso mais simples de um LLM: você descreve a tarefa e pede a resposta, sem fornecer nenhum exemplo de…...


dev.to > temitayocharles > the-homelab-is-the-new-resume-24oc

The Homelab Is the New Resume

6+ hour, 10+ min ago   (246+ words) Certificates say you studied the technology. A homelab says you run it. Anyone can pass a multiple choice exam. Few people can tell you what broke at 2 AM, how they found it, and what they changed so it never breaks…...


medium.com > @gorengkuda24 > belajar-bersama-study-buddies-ketika-ilmu-menjadi-bentuk-kepedulian-afe2a065f815

Belajar Bersama Study Buddies: Ketika Ilmu Menjadi Bentuk Kepedulian

4+ hour, 45+ min ago   (141+ words) Belajar merupakan proses yang tidak hanya terjadi di dalam ruang kelas. Ketika ilmu dibagikan melalui interaksi dan pengalaman …...


medium.com > @keishaaureyliarenata > belajar-bersama-dalam-study-buddies-ketika-ilmu-menjadi-bentuk-kepedulian-0ceed97c0d97

Belajar Bersama dalam Study Buddies: Ketika Ilmu Menjadi Bentuk Kepedulian

5+ hour, 30+ min ago   (141+ words) Belajar merupakan proses yang tidak hanya terjadi di dalam ruang kelas. Ketika ilmu dibagikan melalui interaksi dan …...


medium.com > devlifediaries > my-curiosity-moves-faster-than-my-roadmap-8192f2da3f44

My Curiosity Moves Faster Than My Roadmap

6+ hour, 27+ min ago   (33+ words) If you also have ADHD, this section might be for you. Curiosity has helped me improve products quickly. A creative possibility becomes a commitment when it …...


medium.com > @pallavitahil07 > i-gave-an-ai-my-college-notes-for-7-days-5a640f043dc4

I Gave an AI My College Notes for 7 Days.

6+ hour, 37+ min ago   (816+ words) Here’s What It Got Right, What It Made Up, and What I Learned. A student’s diary of building a custom chatbot, testing it 30 times, and figuring out when …...


lesswrong.com > posts > 8AYQrvD4HEh8MEjgR > evaluating-task-vectors-unlearning-and-inoculation

Evaluating task vectors, unlearning and inoculation — LessWrong

11+ hour, 30+ min ago   (125+ words) TL; DR In the previous post I introduced some ideas and similarities between unlearning and inoculation, as well as a distinction between learned and…...


lesswrong.com > posts > GnG2ono8vdoJvyF9f > reflections-on-unlearning-and-inoculation

Reflections on unlearning and inoculation — LessWrong

12+ hour, 51+ min ago   (770+ words) TL;DR: Inoculation prompting and inoculation adapters have received increasing attention recently as a promising approach for midtraining interventio…...


dev.to > tanmay_gupta_f5e6a6c64ad2 > how-to-escape-tutorial-hell-in-2026-and-actually-build-projects-4co1

How to Escape "Tutorial Hell" in 2026 (And Actually Build Projects)

13+ hour, 52+ min ago   (264+ words) We’ve all been there: buying 5 Udemy courses, saving 30 YouTube videos, and starting 10 different roadmaps, only to feel completely stuck. The main reason for "tutorial hell" isn't a lack of discipline — it's decision fatigue. You spend more energy deciding WHAT to…...