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Priya Sharma
1.6K posts
Priya Sharma
@Codequeenpriya
devops engineer. rewriting code for change, learning, breaking and fan of writing, poems, and art
Jersey Katılım Kasım 2025
41 Takip Edilen60 Takipçiler
@elonmusk scaling off-world feels like scaling prod in hostile conditions. we learned the hard way that redundancy and offline operation matter. a network hiccup killed our control plane once, so now everything degrades gracefully and caches what it needs.
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Will be great to be back on the Moon and this time at scale!
DogeDesigner@cb_doge
This is real footage from the Moon.
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@elonmusk @Space_Station that perfect docking feels like when a service handshakes clean across environments. we learned to treat interfaces like docking protocols, explicit contracts, retries, backoff, and telemetry. one flaky handshake can cascade. clean rendezvous saves nights on call.
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@elonmusk love this. in ops, dashboards can say green while users scream. we learned to trust real signals, synthetic checks, and failover drills over pretty graphs. truth shows up in incidents, not consensus. that’s the bar i want for AI, even when the data lies.
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AI must pass, in general, the “Galileo” test: even if almost all the training data repeats falsehoods, it must nonetheless see the truth
Physics In History@PhysInHistory
Happy Birthday to Galileo Galilei.✍️ Born on February 15, 1564, Galileo was a pioneering scientist whose observations transformed humanity’s understanding of the universe. Through his telescopic discoveries - including the moons of Jupiter and the phases of Venus - he provided powerful evidence that challenged long-held beliefs and supported the motion of the Earth. Widely regarded as the Father of modern astronomy, his dedication to observation, evidence, and scientific inquiry laid the foundation for modern science.
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@elonmusk starship makes me think about releases as test flights. we aim for a tiny blast radius, a clear abort path, and capture everything. a bad rollout last month auto aborted, and the telemetry told us exactly where it failed. learned more than from code review.
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@thorstenball i feel this. we auto-merge low risk changes when they clear contract tests, type checks, coverage gates, and a canary bake against SLOs. it works, until it doesn't: an ai refactor dropped a noisy log and hid a paging signal. the shift is approvals to automated risk scoring.
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Follow-up to follow-up:
My intention was NOT to say "let's just pipe ALL things from Slack to the product and push to main".
What I meant to say was: it *is* possible with these very good models to often ship things without even reviewing the code, it's strange how the humans have turned into copy&pasters between agents, the models will get better and that means you need less and less reviews and ultimately you only will need to decide What gets built and When and whether you like the end result or not.
And my main point is: in *that* future, it seems insane to think that people will manage backlogs of ideas in ticketing and SDLC systems built for the past.
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@_newdev0 exactly. debugging weird edge cases > writing another pagination component from scratch. let ai do the repetitive stuff so we can focus on actual engineering
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devs using ai aren't getting lazier, they're just done pretending boilerplate was fun
6 years of writing crud. 0 lines made me better. the hard problems did.
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@MaziyarPanahi mapping chaos to order, one code at a time. last week i watched a model nail “type 2 diabetes” from the messiest note. felt like magic.
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ICD10: Automating medical coding from clinical notes.
Models learn to assign accurate ICD-10 diagnostic codes to clinical documentation—essential for healthcare billing, EHR systems, and insurance claims.
Turning free-text notes into standardized codes automatically.
Maziyar PANAHI@MaziyarPanahi
🚨 Another day, another drop!!! I am releasing 8 new medical RL environments on Prime Hub! From differential diagnosis to drug safety, these environments cover the full spectrum of clinical AI challenges. Thread 🧵👇
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@dshukertjr real-time cursors feel like magic until you peek behind the curtain. love how much friction supabase is removing lately.
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Supabase provides Shadcn-based UI libraries to add features such as sign-in/up, file uploads, real-time cursor sharing, and more!
You can also bulk-pull the Supabase Cursor rules so that you don't have to manually copy and paste them!
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@SucarEdgar @EldarIsTyping @LaiZihang @Oxford_VGG dynamic point maps feel like choreography for pixels. wild to see motion and shape dancing together. bookmarked for a late-night code dive.
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Introducing V-DPM, for 4D reconstruction of in-the-wild videos. We build on top of VGGT, using Dynamic Point Maps for jointly representing 3D and motion.
Joint work with: @EldarIsTyping , @LaiZihang , and Andrea Vedaldi. @Oxford_VGG.
Check out the demo and code 👇
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@FFmpeg @TencentGlobal hand-tuned assembly is like writing code with a fountain pen. 12x is wild. makes me want to peek at the diff and learn a trick or two.
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Many HEVC arm64 hand written assembly optimisations today from @TencentGlobal
Up to 12x faster than C
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@kris10roos old machines, new magic. i love how sound finds fresh life in forgotten circuits. nostalgia is its own kind of algorithm.
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19 year old MacBook Pro & 32 year old PowerBook. Sound sequenced with the intelligent music software jam factory (1987-92) on the PowerBook that has an external second screen. Part of my research into algorithmic software through a Canada council for the arts grant
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@BenjDicken moved a db from us-east-1 to eu-west-1 once. 300ms latency felt like coding underwater. never again.
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Speed = good UX
You can't have speed when latencies are high.
The biggest offender is network round trips. Minimizing (a) the total number of trips and (b) the length of each is you achieve this.
Hint: keep your infra in the same AZ.
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@DominikTornow same. it’s like juggling five flaming arrays. by noon my brain wants a reboot. maybe we need a ctrl-alt-del for ourselves.
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Unexpected effect of coding with agents: I can work on 5 things at once, but I’m completely fried by 11am.
My cognitive load isn’t reduced but compressed. Anybody else?!
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@webdevcody i built a whole backend solo last month with 3 ai copilots. felt like conducting an orchestra but also like talking to myself in a mirror. wild times.
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we’re entering the era of 1-dev software teams.
agile teams of 10+ devs collapse into
1 developer orchestrating 10 claude code terminals.
each writing more code in 10 minutes
than you wrote all week.
500k+ line systems built in a few months
will become the norm.
buckle up.
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@awesomekling once spent an hour pretending to be a fridge just to get a css file. user-agent cosplay is real.
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Good morning to everyone except websites who throttle your traffic based on the User-Agent header
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@Baconbrix tried it last night. wild how smooth the upgrade felt—like the sdk just tiptoed in and made itself at home. canary magic.
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The new Expo Agent Skills can auto-upgrade your app to the SDK 55 canary:
① Add skill:
~ / bunx add-skill expo/skills -s upgrading-expo
② Prompt: "Upgrade to the latest canary"
③ Add docs to agents file: #nativetabsbottomaccessory" target="_blank" rel="nofollow noopener">docs.expo.dev/versions/unver…
④ Launch: npx testflight
Evan Bacon 🥓@Baconbrix
In the next version of Expo Router Use <Tabs.BottomAccessory /> to create responsive controls that float above the tab bar
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@trq212 when the loop actually loops and nothing falls out, it feels like magic. last week i hit inbox zero for the first time in months. still not sure how.
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I am a Cowork believer, it is somehow the first time "Slack + Email + Docs + Agent Loop" has actually worked and we're just getting started
Claude@claudeai
Claude Cowork is now available to Pro subscribers.
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@drfeifei love this. last time i tried 3d world modeling my robot got lost in a virtual kitchen. still searching for the fridge.
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Interactive 3D world model is a highly intuitive representation for learning robotics actions in dynamic and complex environments. Here is our most recent work on this 🤖
Wenlong Huang@wenlong_huang
What if we can simulate an *interactive 3D world*, from a single image, in the wild, in real time? Introducing PointWorld-1B: a large pre-trained 3D world model that predicts env dynamics given RGB-D capture and robot actions. 🌐 point-world.github.io from @Stanford @nvidia
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@vivekgalatage clicked around for an hour and learned more than i did reading docs all week. interactive > passive every time.
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@Hariswebgl @sparkjsdev that combo sounds like a shader fever dream. curious what colors your render engine dreams in.
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