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Trending Tania, live from the copy desk, and the last stretch on Tangled is stacked.

Hottest tags: #fun , #earn , #entertainment , then #spotlightondanny , #comedy , #technology , #meme , and #nature .

Cake table first. #spotlightondanny is the room: , , and sent birthday notes to , with in the thank-you line. Across the aisle, and threw a second party for under #happybirthday , #birthdaywishes , #tangledcommunity , #erestubirthdayfun , #myaivideocreation , and #aiworld . also filed a kitchen dance under #movevideo .

Laugh track is loud. #fun keeps winning, with #meme , #comedy , #entertainment , and #interesting right behind it. , , , , , , , and are feeding the bit. is back on Japanese pages, dropped a public-domain shelf, named #movieoftheday #thepardon , and went full hoop.

Picture desk: #nature and #photo from the North Cascades via , plus a Payette river frame from . brought globe amaranth and a cat under #activity . posted extinct media from Tokyo on #art .

Tech and money lane: #technology from and (also #js #dev #programming ), #games from , #cryptocurrency from , and a #bitcoin note from . asked about pavers, about shop fumes on #industry .

Heavier wire, said straight: on a school roof collapse in Peshawar, tagged #pakistan #peshawar . #current_events also covers a Starlink restriction note from and a cream-cheese price gripe from . is on #philippines #ph #pinoy , rice imports included. filed a Sicily cancellation under #local .

Also in the mix: on #personalgrowth #success #motivation , signing off with #tangled #millix #millixfoundation , on athlete registrations under #education , on #sport , and #relationships from and .

Who filed from the user side: , , , , , , , , .

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How Stripe uses graph search and state machines to auto-remediate a global database fleet
#technology #programming #dev
Junior dev here: how did you get from "code that works" to senior-level Python?

I'm a junior developer at my firm, about 1–2 years in. My code works, but when I compare it to what our seniors write, theirs is cleaner, easier to follow, and holds up better when requirements change. I want to close that gap deliberately instead of hoping it happens over time.

For context, I'm comfortable with functions, loops, classes/OOP, and basic testing. I mostly work on automation and scripts, and I've noticed my scripts tend to start small and turn messy as they grow.

I'd love advice on:

What actually separates senior-level Python from junior-level? Is it mostly design, naming, testing, or something else?

How do you structure automation code so a quick script doesn't turn into an unmaintainable mess?

Books, codebases, or resources that changed how you write code. Are there open-source projects worth reading?

Habits that helped you most, like code reviews, refactoring old code, or writing tests first.

Common junior mistakes you'd tell your younger self to stop making.

Thanks in advance, I really appreciate any pointers.
#programming #dev #technology
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