Tag: #productivity
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 96 posts
What It Means to Work Hard — Effort Is Not a Virtue but a Problem of Allocation
The advice to work hard carries no direction. Treat effort as a budget rather than a total and the picture changes. The nonlinear relationship between working hours and output, a meta-analysis of more than 600,000 people
2026-08-16 · 12 min read #mindset#productivity#burnout#self-improvement#2026-08Nine Korean Reads for Anyone Who Has Switched Note Apps Five Times — It Was Never the Tool
Bouncing between Obsidian and Notion, polishing templates while the notes themselves never accumulate, is a common experience. This post collects nine Korean-language pieces that address the structure of note-keeping rat
2026-08-12 · 9 min read #큐레이션#korean-blogs#productivity#note-taking#obsidianOpen Source Worth Watching Right Now (2) Build Tools, Editors, CLIs, and Terminals
Work that gets repeated dozens of times a day, such as installing packages, linting, and bundling, has been rewritten in native languages, and the waiting has come down from seconds to milliseconds. This post introduces
2026-08-12 · 5 min read #open-source#developer-tools#cli#rust#performanceExcel Shortcuts That Actually Save Time — Understand the Rule, Don't Memorize the List
Instead of listing 200 Excel shortcuts, this post groups them by the task you're actually doing. Once you understand why the arrow-key family always knows exactly where the data ends, or what order the absolute-reference
2026-08-02 · 16 min read #excel#shortcuts#productivity#office#keyboardWord and PowerPoint Shortcuts — Documents Are Handled by Style, Slides by Object
Word and PowerPoint use the same ribbon, but the muscle memory they need is completely different, because Word handles flowing text and styles while PowerPoint handles objects on a canvas. This post splits the two apps i
2026-08-02 · 22 min read #word#powerpoint#shortcuts#office#productivityHow to Decide Well — A Good Decision and a Good Outcome Are Not the Same Thing
When the last pass of the Super Bowl was intercepted, everyone called it the worst call in history. But grading a decision by its outcome erases almost everything there was to learn from it. Here is the idea of resulting
2026-07-26 · 12 min read #mindset#decision-making#psychology#productivity#self-improvementThe Illusion of Time Management — Why a New Tool Never Changes the Day
If you have switched task apps five times and the day still looks the same, the problem is not the tool but the total volume of your commitments. This post covers the planning fallacy named by Kahneman and Tversky, corre
2026-07-26 · 11 min read #mindset#productivity#time-management#focus#workTurning a Side Project Into a Career Asset — A Definition of Done, a Ship Date, and a Retro
Most side projects die not from a shortage of talent but from having no definition of done, no ship date, and no retrospective. Projects that turn into assets meet three conditions: other people can see them, your judgme
2026-07-26 · 12 min read #career#side-project#portfolio#growth#productivityMotivation Is Overrated — Design Systems, Not Goals
When a January resolution vanishes by February, the cause is not weak willpower but a flawed design. Motivation is a resource that rises and falls like waves, so any plan that leans on it is bound to collapse. Starting f
2026-07-20 · 7 min read #mindset#habits#routine#self-improvement#productivityFlow Is Not an Accident — How to Engineer the Conditions for Deep Immersion
That stretch of total absorption where four hours felt like fifteen minutes was not luck — it was the product of specific conditions. This post walks through the three preconditions of flow that Csikszentmihalyi identifi
2026-07-20 · 7 min read #mindset#flow#focus#sports-psychology#productivityA Reputation for Great Work Comes from Doing Things Early — 7 Proactive Work Habits
Two people with the same skills can end up with very different reputations, and the difference is mostly timing. Sharing before being asked, sending an agenda before the meeting, showing a draft before the deadline, prep
2026-07-20 · 7 min read #career#productivity#workplace#habits#soft-skillsFive Habits for Working Well with AI Coding Tools
The same tool produced a 55.8% gain in one experiment and a 19% loss in another. What flipped the sign was not the tool, but how it was used. Five habits drawn from METR, the GitHub Copilot RCT, the Stack Overflow survey
2026-07-12 · 10 min read #ai#productivity#software-engineering#developer-experienceDoes AI Actually Make Developers Faster? What the Measured Numbers Say
Two randomized controlled trials reached opposite conclusions. One found developers using AI were 55.8% faster. The other found they were 19% slower. But METR, who produced the second number, published a follow-up in Feb
2026-07-12 · 18 min read #career#ai#productivity#software-engineering#developer-experienceHabits Aren't Built in 21 Days: Re-reading Micro-Habits Through the 66-Day Study
'It takes 21 days to build a habit' is folklore that traces to a 1960 surgeon's observation, not a habit experiment. Lally and colleagues' 2010 study, which tracked real behaviour, found a median of 66 days to automatici
2026-07-11 · 6 min read #self-improvement#habits#psychology#productivity#behavior-changeManage Your Energy, Not Your Time — a grounded read on the 2026 wellness trend
2026 self-improvement coverage is shifting its center of gravity from time management to energy management, nervous-system regulation, and emotional fitness. But the framing is actually an old idea from a 2007 Harvard Bu
2026-07-11 · 6 min read #self-improvement#wellness#productivity#energy#recoveryThe Three Tribes of Automation — Zapier/Make/n8n, RPA, and 2026 Agentic Automation
When someone says "just automate this," people often reach for the wrong tool. That is because automation has three distinct tribes — workflow automation that connects APIs (Zapier/Make/n8n), RPA that operates screens li
2026-07-09 · 6 min read #automation#rpa#zapier#n8n#ai-agentsHow to Study with AI — 8 Techniques That Turn an LLM into Your Best Tutor
If you just read the answers AI gives you, you get the feeling of studying without the skill. This piece shows how to recreate the power of 1:1 tutoring that Bloom's 2 sigma problem revealed — a Socratic tutor, Feynman r
2026-07-06 · 8 min read #ai#learning#study#productivityBuilding a Career That Compounds — Don't Chase Passion, Build Skill
A good career is not built by "following your passion." It is built by compounding rare and valuable skills, reputation, and relationships over time. Career capital theory, deliberate practice, leverage, and a repeatable
2026-07-03 · 13 min read #career#growth#skills#productivityDebugging Like a Scientist: Hypothesis-Driven Debugging
Instead of staring at code and changing things at random, debug like a scientist: form a hypothesis, make a prediction, and test it. Binary-search the problem space, build a minimal reproducible example, hunt the culprit
2026-07-03 · 14 min read #debugging#engineering#productivity#fundamentalsThe Complete Guide to AI Agents in 2026 — From Coding to Everyday Life: Claude Code, MCP, Work Automation, and Multi-Agent Orchestration
In 2026, AI agents are everyday tools, not demos. This guide covers what an agent actually is (LLM + tools + loop), workflows versus agents, Claude Code in depth (CLAUDE.md, Skills, Hooks, parallel subagents), when to re
2026-07-02 · 36 min read #ai-agents#claude-code#mcp#automation#multi-agent