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  1. Interface Driven Development

    In a team, waiting costs more than the coding does.

  2. OpenAI hacks Hugging Face

    Story here is wild.

  3. Git Repo Tracker

    I built a small menu-bar app because I was tired of discovering that a repository had moved without me.

  4. Internal prototypes should be easy to share

    I built a small thing at work recently.

  5. Using an AI agent to migrate Kubernetes

    Another great use for AI agents: Kubernetes migrations.

  6. Opus 4.6 v Qwen3.6-35B-A3B

    This table has been showing up on my feeds for a few days.

  7. Dynamic theme change in Kitty on Ubuntu

    Kitty does not automatically follow the Ubuntu desktop light/dark theme in the way I wanted.

  8. Terminal Agent popup now works on Fedora and Ubuntu

    We added desktop integration for the Terminal Agent popup GUI on both Fedora and Ubuntu, and this is one of those tiny upgrades that changes daily flow.

  9. LLM for RL

    I've been thinking about reinforcement learning (RL) much more recently.

  10. Customization: the privilage of the rich

  11. VSCode used to be good

    Every company wants to be an AI company.

  12. The more I write

    It's kind of obvious.

  13. Align to work with AI

    tl;dr: There are preferred languages and frameworks.

  14. VSCode copilot debug is great

    Just as I was getting tired of all these incorrect suggestions by the Github Copilot, I learned about its `copilot-debug` option ([link](https://code.visualstudio.com/docs/copilot/copilot-vscode-features#_debug-and-fix-problems)).

  15. Ubuntu - dynamic background

    It should've been easy but it wasn't.

  16. Independent but not alone - have a buddy

    One thing I've seen people conflate is "Independent" and "Alone".

  17. AI is not just ifs

    A common joke in the corporate world is that "AI is just a bunch of `if` statements."

  18. Terminal Agent

    There's a tool called Terminal Agent - check it out on GitHub at https://github.com/laszukdawid/terminal-agent.

  19. HomeHero - next iteration

    It's time for me to write an "I'm excited to share" blog post.

  20. Do repeat yourself

    It's Ok to repeat yourself.

  21. Principles of improvement

    No one plans to fail, yet everyone has seen failed projects.

  22. Finding package that imports a module

    The best way to understand what an import is introducing is to remove it and see what breaks.

  23. Sending docker images manually

    Sometimes we want to send a docker image to dev or staging environment.

  24. HomeHero - the app

    We just released the HomeHero app.

  25. Coming soon - HomeHero

    I've been working on another bigger project.

  26. Central Limit Theorem of behaviour

    As we get older, our thoughts solidify a bit.

  27. Python argparser prefix matching

    Python has a built in argument parser called [argparse](https://docs.python.org/3/library/argparse.html).

  28. SSH connection in Docker image

    Had a use case to checkout a git repository (from Github) via ssh in a Docker image.

  29. Golang binaries in Python

    To use golang binaries in Python, one can do that by first converting golang programs into shared libraries and then calling them from Python.

  30. Boto3 for GovCloud

    When working with AWS in GovCloud, it turned out that the boto3 library is not configured to work with GovCloud by default.

  31. Thematic quarters

    Resolutions are a double-edged sword.

  32. Unsuppervised learning in a supervised problem

    Unsupervised learning is a powerful technique in machine learning, particularly when dealing with datasets where labeled data is unavailable.

  33. Quick tips on ML Infrastructure

    ML infrastructure plays a crucial role in the success of a machine learning project.

  34. Time off - try it yourself

    It's been over a year since [I left a stable and well paying job](/blog/2020/09/07/leaving-amazon-for-a-sabbatical/), and focused more on myself.

  35. One year later - a year without a job

    In less than 12 hours after publishing this note I'll be talking to my new colleagues at my new job.

  36. Agents Bar is on hiatus

    It barely started and now I'm forced to move Agents Bar on an indefinite hiatus.

  37. Agents Bar - First newsletter

    There are a few things that I'd like to announce and preserve for accountability.

  38. Experiments in Agents Bar

    A small big milestone.

  39. Can't go alone. Give me a sword, axe or a bow.

    A downbeat this one is.

  40. It's amazing and/but I don't know why

    One of those notes written under a sudden and noticeable motivation spike.

  41. Agents Bar is in public beta

    It’s a huge pleasure to announce, yet it is rather scary.

  42. Agents Bar looking for co-founders

    tl;dr: I'm looking for co-founders to help push the Agents Bar to glory.

  43. Parsing TensorBoard data locally

    TensorBoard seems to be a de facto standard tool for displaying your ML experimental data.

  44. Tis the writing season

    Usually around this time I spend more days actively thinking and writing.

  45. Whenever I'm running PyTorch with enabled CUDA and laptop decides to turn off/put to sleep the GPU, executed script will fail with some CUDA allocation error.

  46. Re: Why is machine learning 'hard' by S. Zayd Enam

    I saw a few people referring to S.

  47. Leaving Amazon for a sabbatical

    It's been over a week since I left Amazon where I've worked for over three years.

  48. AI Traineree - PyTorch Deep Reinforcement Learning lib

    tl;dr: AiTraineree is a new Deep Reinforcment Learning lib based on PyTorch.

  49. Timed OS light/dark theme switching

    tl;dr: A GitHub gist with commands walk-through is available here.

  50. Project closing note: Personal Progress

    I've been evolving my productivity process for a long time and there are a few aspects that really work for me.