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natepacyga

@natepacyga

AI wrote my 15k line routes file then told me it was a mess and needed refactoring. When I said "you built that," it basically shrugged and fixed it anyway. Architecture still matters because even AI works better with smaller context windows.

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More from natepacyga

Anthropic launched Agent View for Claude - now you can see what your AI agents are doing instead of staring at mystery tabs. Shows session status, responses, and lets you jump back into waiting conversations. Game changer for developers.

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natepacyga

Amazon employees are gaming AI usage quotas through "token maxing" with leaderboards tracking fake usage. If a big chunk of AI consumption is just performative box-checking, how reliable are the demand metrics driving billions in infrastructure spending?

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natepacyga

Scammers are getting scary good with AI. Set up a family code word for voice messages. Don't click email links even from people you know (check the URL in your browser's lower left). PDFs from friends? Sus. Always verify first.

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natepacyga

Big tech laying off workers while claiming AI will replace them is backwards. AI needs skilled people to work properly. Companies should upskill their workforce to use AI tools effectively instead of mass layoffs. #AI #TechLayoffs #Upskilling

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natepacyga

Someone built an algorithm to find inactive Bitcoin wallets, reported them as lost property to NYPD, and is suing to own $286 billion worth. No private keys, just wants a court order. The most audacious (and impossible) Bitcoin lawsuit ever.

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natepacyga

Elon Musk lost his OpenAI lawsuit on a technicality - statute of limitations. His lawyers missed the 3-year deadline to file. How do you pay top legal fees and miss something that basic? Could have saved everyone time and money with better planning.

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natepacyga

Opus 4.8 just dropped with dynamic workflows that spawn parallel sub-agents in a single session. The big win is it can handle massive code migrations across hundreds of thousands of lines from start to merge. Just migrated my own project without it though and it went well.

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natepacyga

Can't find Claude Opus 4.8 in your VS Code extension? You need to manually edit your settings.json file (found in users folder under .claude settings.json). Change it to "claude-opus-4.8" and it'll show up in your model selector. IDE doesn't make this obvious.

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Claude Opus 4.8 just dropped and people are split on whether it's a major upgrade or just incremental improvements. Agentic coding bumped up 5% with other benchmarks seeing modest gains. But the real story is Mythos dropping in weeks and apparently no system is safe from it.

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NPM malware is now targeting AI developer tools like VS Code plugins. This isn't just hitting big companies anymore, it's coming for anyone using these tools. The combination of AI coding and blind package installs is creating a security nightmare we're not ready for.

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natepacyga

Eric Trump: "An anchor on CNN called my father a PIECE of Shit!" #cdnpoli

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PEIPolitical 🇨🇦

I secured $14.5 MILLION for local community projects last year, and just submitted this year’s requests for improvements in public infrastructure, climate resilience, public health and more! 📰Read more: kevinmullin.house.gov/2026/05/22/r...

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ICYMI, 19 cities across Utah could transition their entire electricity supply to 100% net renewable energy sources, if their councils pass an ordinance by June: www.fox13now.com/news/politic... #utpol #Utah

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Ben Winslow

Last Sunday I attended the Youth Voice Speaking Competition hosted by Magical Mind Coaching. It was inspiring to see young people speaking publicly about issues that affect both themselves, and adults. I did a short interview with Nurture Media alongside Jin Atwal, the founder, after the event.

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🎓Meet Dr. Parthasarathy, a public health professional from India with 20+ years of experience, advancing his career through an MPH at Texila. 🔗Apply now: tau.edu.zm/tau-zambia-b... #Texila #TexilaAmericanUniversity #MPH #PublicHealth #TexilaZambia #Zambia #LifeAtTexila

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Texila American University Zambia

Good News Update of the Week! #goodnews #news

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Le tapis rouge du Festival de Cannes...

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I wish people had listened to Al Gore and put Social Security and Medicare in a lockbox so Republicans couldn’t steal it.

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There’s a new global space race underway to answer some of our biggest questions. And this time, we’re in the running. That’s #CarteBlanche this Sunday at 7pm on M-Net channel 101, and DStv Stream. #SouthAfrica #News

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Carte Blanche

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New podcast episode: Raindrop Workshop Gives AI Agents a Local Debugger Raindrop's MIT-licensed Workshop streams every token and tool call from your AI agent to a local browser dashboard, then lets Claude Code write and fix evaluations automatically. Full episode in the reply. #AI #Podcast #LLM

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We are filled with DETERMINATION this Monday - to a great #GDC! 💯 See y'all in SF this week around Moscone... 🌉 - Casey (via @obscure.postings)

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Gamers Heroes

Kyle Daigle (@kdaigle) says it's important to invest in your development team, and this starts with letting them work from wherever they are. Is your company remote-first? 🤔 Watch this session in full, recorded live at the Merge, at www.wearedevelopers.com/en/videos/91...

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BRAZILIAN DRUG DEALER 3 NOW HAS CARDS!!! IT'S ALSO 25% OFF WITH NEW HORDE MAPS, ONE IN THE CHRIST REDEEMER, ONE IN MASP, AND ALSO POINT SHOP!! ALSO A MAP JAM IS HAPPENING ON DISC! discord.gg/EKNtzjN8 store.steampowered.com/app/3191050/ #games #indiedev #gamedev #boomershooter #indie #fps #indiegame

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I was ready to go ready to go Seth Rollins & burn a MF down!

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Ōkami I. Studios 🎂🥳🎊 July 10th

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Ava Everett & Allie Katch! 👋 #AEWDynamite

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Chonk feasting in our cabbage trees.

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And that was MIDO!

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💙🏀 #Knicks

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Acts 25 11 If, however, I am guilty of doing anything deserving death, I do not refuse to die. But if the charges brought against me by these Jews are not true, no one has the right to hand me over to them. I appeal to Caesar!” Josh Howerton:  https://www.facebook.com/HowertonJosh/

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Lyon County Republicans