Go 1.26

Go is so minimalistic, that even small syntax improvements are big deal.

 Go 1.26 is released - The Go Programming Language

All releases - The Go Programming Language (download)

Language changes¶

Go 1.26 introduces two significant refinements to the language syntax and type system.

First, the built-in new function, which creates a new variable, now allows its operand to be an expression, specifying the initial value of the variable.

A simple example of this change means that code such as this:

x := int64(300)
ptr := &x

Can be simplified to:

ptr := new(int64(300))

Second, generic types may now refer to themselves in their own type parameter list. This change simplifies the implementation of complex data structures and interfaces.

Redefining Go Functions | pboyd.io

AI "Agentic Engineering"

The guy who coined 'vibe-coding' says the next big thing is 'agentic engineering'

 Andrej Karpathy Says 'Agentic Engineering' Is the Next Big Thing - Business Insider

Vibe coding is passé. Karpathy has a new name for the future of software. - The New Stack

Andrej Karpathy, who last year this time popularized the term “vibe coding,” 
...1 year later, programming via LLM agents is increasingly becoming a default workflow for professionals, except with more oversight and scrutiny,”

post he shared last week on X. 

"The goal is to claim the leverage from the use of agents but without any compromise on the quality of the software.”

“Personally, my current favorite [is] ‘agentic engineering’: ‘agentic’ because the new default is that you are not writing the code directly 99% of the time, you are orchestrating agents who do and acting as oversight — ‘engineering’ to emphasize that there is an art & science and expertise to it,” 

‘Vibe Coding’ Inventor Andrej Karpathy Has a New Term for A.I. Coding | Observer

AI GUI "robot" automation (Windows, Mac, web...)

CursorTouch/Windows-Use: 🖥️Open-source Computer-USE for Windows @GitHub

Windows-Use is a powerful automation agent that interact directly with the Windows at GUI layer. It bridges the gap between AI Agents and the Windows OS to perform tasks such as opening apps, clicking buttons, typing, executing shell commands, and capturing UI state all without relying on traditional computer vision models. Enabling any LLM to perform computer automation instead of relying on specific models for it.

python, MIT license

Best options for automating windows programs? : r/learnpython

pyautogui and pywinauto 

gui-automation · GitHub Topics

Welcome to PyAutoGUI’s documentation! — PyAutoGUI documentation

asweigart/pyautogui: A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard. @GitHub

A cross-platform GUI automation Python module for human beings.
Used to programmatically control the mouse & keyboard.

pywinauto/pywinauto: Windows GUI Automation with Python (based on text properties) @GitHub

pywinauto is a set of python modules to automate the Microsoft Windows GUI. At its simplest it allows you to send mouse and keyboard actions to windows dialogs and controls, but it has support for more complex actions like getting text data.

Supported technologies under the hood: Win32 API (backend="win32"; used by default), MS UI Automation (backend="uia"). User input emulation modules mouse and keyboard work on both Windows and Linux.

python-gui-automation-demos/pywinauto at master · korniichuk/python-gui-automation-demos

go-vgo/robotgo: RobotGo, Go Native cross-platform RPA, GUI automation, Auto test and Computer use @vcaesar @GitHub

Apache2 license

RobotGo-Pro get the JavaScript, Python, Lua and others version, tech supports, new features and newest robotgo version

pip install pyautogui

pip install pygetwindow

pip install pyperclip

python notepad_hello.py

import pyautogui

import pyperclip

import subprocess

import time

import pygetwindow as gw

subprocess.Popen('notepad.exe')

time.sleep(1)

# Focus Notepad

notepad = gw.getWindowsWithTitle('Untitled - Notepad')[0]

notepad.activate()

time.sleep(0.3)

pyautogui.typewrite('hello', interval=0.05)

pyautogui.hotkey('ctrl', 's')

time.sleep(0.5)

# Use clipboard for the path

pyperclip.copy(r'c:\tmp\hello.txt') # r' to use \ without escaping it

pyautogui.hotkey('ctrl', 'v')

time.sleep(0.2)

pyautogui.press('enter')

here are the main alternatives:

pynput - Lower-level, better for listeners

from pynput.keyboard import Key, Controller
keyboard = Controller()
keyboard.type('hello')
keyboard.press(Key.ctrl)
keyboard.press('s')
keyboard.release('s')
keyboard.release(Key.ctrl)

Good for: keyboard/mouse listeners, hotkey detection, background monitoring.

keyboard - Simpler API, supports hotkeys

import keyboard
keyboard.write('hello')
keyboard.press_and_release('ctrl+s')
keyboard.add_hotkey('ctrl+shift+q', lambda: print('triggered'))

Good for: hotkey registration, simpler syntax, recording/playback.

mouse - Companion to keyboard library

import mouse
mouse.click('left')
mouse.move(100, 200)

pywinauto - Best for Windows GUI automation

from pywinauto import Application
app = Application().start('notepad.exe')
app.UntitledNotepad.Edit.type_keys('hello')
app.UntitledNotepad.menu_select('File->Save As')

Good for: interacting with Windows controls directly (buttons, menus, dialogs) without coordinates. Much more robust.

autoit (via pyautoit) - Windows classic

import autoit
autoit.run('notepad.exe')
autoit.win_wait_active('Untitled - Notepad')
autoit.send('hello')

recommendation:

Use case	Best choice
Windows app automation	pywinauto
Cross-platform, simple	pyautogui
Hotkey listeners	keyboard / pynput
Robust Windows scripting	pywinauto or autoit

For your Notepad example, pywinauto would be more reliable since it targets controls directly rather than screen coordinates.

How to use Remote Desktop - Microsoft Support