-
How to work with GitHub Copilot Limits (Without Fighting Them)
Schedule around them. GitHub Copilot is great (was better, latest updates ruined it) until you hit the quota. Then suddenly your flow breaks and it feels like someone unplugged you from the matrix. Just as you were starting to get productive and claryfing the code. Instead of treating that as a problem, I started treating it as a constraint. Nasty one, ugly one, but hey ! We did work over some worse issues. Don’t fight the limits – schedule around them. Remember to do everything You can to squeeze out as much as possible out of every token. In example : build proper context, descripe properly the plan, be precise,…
-
First principles methodology in AI by Aristotle – 5 step framework
First principles methodology is the practice of breaking a problem down to its most fundamental truths. What we know to be the absolute truth(s). Then we try reasoning upward to build new solutions with what we know to be the fundament. Instead of copying what’s been done before ( haha, said no developer ever). This methodology goes back to Aristotle, the ancient Greek philosopher who first articulated the idea of reasoning from “first principles.” What Is a First Principle? A first principle is a basic, foundational truth that cannot be deduced from anything else. It’s the bedrock of a problem: In AI, first principles might be: Anything else like framework…
-
Psychological safety vs producive stress. How not to go #toxic.
Psychological safety vs producive stress is a conflict of interest. People usually think that much “safety” can lead to laziness ? Don’t rest on your laurels as they say ? On the other stress and some level of danger motivates us to harder work. Workplaces need a certain level of pressure to move forward. Deadlines, feedback, and responsibility all matter. But pressure is not the same as panic, and motivation is not the same as fear. The real challenge is to create an environment where people feel safe enough to speak honestly, while still being stretched enough to grow (or just get exploited and run down the mill?). Safety leads…
-
Jevons paradox in AI workplace
Jevons paradox in AI workplace Jevons paradox in AI workplace is introduced at work with a simple promise: do more in less time. In practice, the result are messy and stack the work. Jevons paradox is the idea that when something becomes more efficient, people and organizations often end up using more of it. In the AI workplace that can mean faster tools, automated work that do not always reduce workload. They can also expand expectations, volume, and ambition to utilize the improved (AIed ?) processes. Be aware At first glance, this sounds contradictory and just wrong. If a team can draft emails, summarize meetings, and generate reports in minutes,…
-
Productive struggle vs AI slop
Productive struggle vs AI slop is quite the topic these days. On one hand we have to do the hard, boring, frustrating work. Do it long enough to learn the whole lot, reshape skills, gain confidence. Opposition of escaping to quick fixes with or without AI. When used in conjuction with AI, we should still keep the struggle but without the pointless friction. That way more energy and cognitive power goes into craft and progress, long-term growth… instead of refactoring some legacy code and working over things that should not be that hard in the first place. What is productive struggle? Productive struggle is the time and space where a…
-
Why people do not use Dvorak
Why people do not use Dvorak ? People are stubborn and do NOT LIKE CHANGE. tldr;) People’s stubbornness and environmental factors significantly hinder the adoption of superior systems, as shown by the example of the Dvorak keyboard layout. Dvorak’s design was intended to reduce finger movement, increase typing speed, and reduce fatigue—placing the most frequently used letters on the home row. Sounds cool and sensible ? Because it is. However… Its adoption never came to be. The traditional QWERTY layout still is the established standard, compatibility with existing shortcuts and the high cost in effort and time to retrain millions meant people stuck with what they knew despite evidence that…
-
How to get a QR code idea
How to get a QR code idea ? Taking breaks and relaxing is essential for creativity. Masahiro Hara invented the QR code not by working overtime, but while enjoying a simple game of Go. Watching the stones on the board he had an epiphany… a new way to organize information. A simple graphic design. Digital. Coded. It lead him to the invention of a tool that changed the world. The QR CODE. Hara’s story shows that the best ideas often come when the mind is at ease. Instead of forcing solutions, enjoying moments of calm can help new connections form naturally. These quiet times help the brain see things differently.…
-
My personal Dead framework for decision clarity.
The Dead Framework: A Simple Way to Make Meaningful Decisions Dead framework helps me with my life full of choices, big and small. Needing to make constant decisions, I / we often wonder if we are making the right one and fall under the “grass is greener…” bias. Making any decision i would like for it to lead to growth and make me not regrets. It is my simple personal decision-making method I call the Dead Framework. I use it to make decision that will build me something to last as long as possible. Dead Framework two important questions If both answers are yes, then the decision is worth pursuing…
-
10-10-10 rule and 5 simple guides
The 10-10-10 Rule – simple and easy framework for better decisions Making decisions—whether big or small—can often feel overwhelming. We worry about the immediate consequences but sometimes overlook the longer-term impact, leading to choices we later regret. The 10-10-10 Rule is a powerful decision-making tool designed to bring clarity and perspective by evaluating the effects of any decision across three time horizons: 10 minutes, 10 months, and 10 years. What Is the 10-10-10 Rule? Popularized by author Suzy Welch in her book 10-10-10: A Life-Transforming Idea, this framework encourages reflecting on how a choice will affect your life in the next: By consciously considering all three time frames, the 10-10-10…
-
How to shutdown windows without updating – cdm – shutdown /s /t 0
Windows often prompts users to install pending updates during shutdown or restart. Fortunately, using the Command Prompt (cmd), you can bypass updates and shut down your system immediately. This article explains how to use the “shutdown /s /t 0” command effectively. Understanding the command The “shutdown /s /t 0” command is a simple Windows cmd instruction that forces the computer to shut down instantly without processing updates. Here’s what each parameter means: Command Description shutdown /s Shuts down the computer after a default 30-second delay (can be modified with /t). shutdown /s /t 0 Shuts down the computer immediately (similar to /p). shutdown /f Forces running applications to close without…
