AI Terminology #20: Distillation
β³ A training technique where a smaller βstudentβ model learns to replicate the behavior of a larger βteacherβ model, preserving performance while reducing size and cost. 
Additionally, and I know it's a bigger change, but bash kinda sucks for us. pre-exec is... fine. There are a number of smaller bugs with it that we can't really fix, as preexec is just a hack to get shell hooks into bash. If at ALL possible, switching to any other shell is a much better experience
ok sounds good!
firstly, I'd get updated to the latest 18.13! then follow the steps here
forum.atuin.sh/t/fzf-output...
to remove pretty much all disk reads from the hot path. it'll feel much snappier. we see most queries/operations occurring in <10ms, and usually more like 5ms. also if you're using zfs on your homedir it's a known issue with sqlite + zfs, fixed either by using the daemon, orrrr by updating to the latest zfs release
it should not be!! sorry about that. could ya tell me a bit more about 1. your system 2. the version you're running 3. if you have tried the new daemon? (run atuin setup, say yes to the daemon). it should be MUCH faster + better
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Thanks for the clarification! We'll take this feedback into account as well.
Don't miss the virtual good times at the #PyCascades after party!
luma.com/euvnqn57 
AI crawlers can't run JavaScript.
If your app is a React SPA, ChatGPT and Perplexity are seeing an empty page.
Netlify's Prerender extension fixes this by serving fully rendered HTML to crawlers, without changing anything about your app.
Free on all plans: do-you-need-prerender.netlify.app Millions of people are shipping software who have never written code by hand.
The tools weren't built for them. That's a problem worth solving.
Ivan Zarea on it at QCon London, March 18.
qconlondon.com/presentation/mar2026/tools-matter-next-1b-developers 
Excited to see Prisma ORM on the main @github copilot demo!
From day one, our goal: build the best tools and UX for developers.
Live demo π
pris.ly/github-copilot 
Is this the last time switching tools? π
some placemark updates: sorting & resizing table columns, new releases of simple-statistics and tokml, using changesets in all my projects
macwright.com/2026/03/15/o... 
Star it
β³ github.com/ahmadawais/...
|
β³ Built with @CommandCodeAI [CommandCode.ai]
β³ npm i -g command-code
|
| # how?
β³ $ cd my-cli-project
|
| # pull my coding taste
β³ $ npx taste pull ahmadwais/cli
|
β³ $ cmd "build me a CLI with Ahmad's taste that β¦" $ npx skills add ahmadawais/clidoro
If you work in terminals and want focus sessions without leaving your workflow, try it.
β build your next cli with my coding taste, that i've perfected after building/open-sourcing hundreds of CLIs.
shortest tutorial in the world in the post below β β’ Quick Break (25m/1m) β barely a break
State lives in ~/.clidoro/. No cloud, no account, no tracking.
Zero config by default, every dimension overridable.
# run instantly
$ npx clidoro
# Or install globally
$ npm i -g clidoro
# Or install agent skills ππ [ "$(πππππππ ππππππ --ππππ)" = "ππππ" ]; ππππ
πππππππ πππππ π·
ππ
Timer presets spanning the useful range:
β’ Standard (25m/5m) β the classic
β’ Short Work (15m/3m) β quick bursts
β’ Long Work (50m/10m) β deep focus $ clidoro status --flag # β idle, work, break, paused
$ clidoro start 1 # Start 25min session
$ clidoro stats --daily # Today's focus time
$ clidoro list --json # Machine-readable output
Composes with shell: NEW in v1.0: Full interactive TUI!
β’ ββ navigate tasks
β’ enter to start a pomodoro
β’ space to pause/resume
β’ c to complete early
β’ b to take a break
β’ Real-time countdown + progress bar
β’ π
tomato count per task
$ npx clidoro
CLI mode for agents and scripts: I wanted focus sessions without leaving the terminal. No browser tabs, no Notion, no app switching. Just a timer that lives where I work.
Built with Command Code using my CLI taste.
Sound alerts.
Desktop notifications.
Configurable everything.
Auto long break every 4 pomodoros. Introducing clidoro π
Every pomodoro timer broke my terminal workflow until I built this.
Built for humans (TUI) and AI agents (skills).
Pomodoro timer for your terminal.
$ πππ‘ πππππππ 
AI is the new operating system for builders.
Research in minutes. Code in hours. Ideas turned into products faster than ever.
The people who treat AI like a daily tool will move 10x faster than those who do not.
Are you using it every day? 
Yes. You just need to set db option to pg in config and provide a connection string.