RT @digitalocean: Most agents ship once and stay the same. The best ones learn from every run.

Nov 12 in SF: happy hour with @nvidia, @sgl…
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Every AI prompt uses water. Drip flips that: a @LAHacks build running @googlegemma 4 that turns AI waste heat into fresh water using membrane distillation. 💧

Check it out: devpost.com/software/drip-…
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Major League Hacking (MLH) retweeted
As Hacktoberfest's final weekend approaches, we want to thank to our presenting partner @digitalocean and the communities around the globe who made this year possible.

There's still time to join! Find a Fest or online event this weekend: hacktoberfest.com
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Major League Hacking (MLH) retweeted
Hacktoberfest 2026 is almost a wrap! 🎃

Join Jacklyn Biggin live this Saturday, Oct 31 at 11 AM ET for the closing ceremony. Highlights from Fests around the world and a big thank-you to our community.

Tune in: twitch.tv/mlh
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Major League Hacking (MLH) retweeted
Replying to @jonmarkgo
@githubuniverse @MLHacks @github @GitHubEducation Turned MLH.com/events hackathon calendar into a @githubuniverse badge app! This is so much fun to hack on
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Major League Hacking (MLH) retweeted
Replying to @jonmarkgo
@githubuniverse @MLHacks @github @GitHubEducation Second @githubuniverse badge project is ready now too! A fun little personal intro
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Major League Hacking (MLH) retweeted
Having on ton of fun MLH-ifying my @githubuniverse badge today!
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Open weights and open source aren't quite the same thing. 🔓

To celebrate the final week of Hacktoberfest, Rosendo breaks down open-weight models on this week's Prompt Pad, using @googlegemma as an example.
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Major League Hacking (MLH) retweeted
For those who know Sentry, you know we’ve been giving back to Open Source maintainers since our early days.

This year, we increased our budget from $750,000 to $1,000,000.

Here’s where it went 🧵
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Major League Hacking (MLH) retweeted
Weekend plans? We have over 100 events happening worldwide.

Find your Fest at hacktoberfest.com
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Swipe right on a good cause! 💜

A winner at @gotechnica 2025, SolSwipe matches you with nonprofits and lets you donate in @solana with one click. @GeminiApp embeddings learn what you care about as you swipe.

Check out the build: devpost.com/software/solsw…
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Tune in tomorrow!
What actually happens when you send a request to an LLM?

Gateway → tokenizer → router → queue → prefill → decode → streamed back to you, one token at a time.

I'm tracing the whole trip tomorrow at Hacktoberfest 2026. ⚡

Thu, Oct 22 online @ 10am PT / 1pm ET

link below 👇
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Major League Hacking (MLH) retweeted
Open source is built on a simple idea: what you learn, you share. 🎃

What's one thing you've learned from contributing that could help the next first-timer?
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Major League Hacking (MLH) retweeted
Some hackers found a nice surprise under their chairs at DubHacks over the weekend.

Courtesy of @arduino 💙
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Transactions that settle in ~1 second for a fraction of a penny — what would you build with that? ⚡

Join the @solana Hackathon online Nov 6–8 to build payments, games, AI agents & more. No blockchain experience needed.

Register now: events.mlh.com/events/15200-s…
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DavisVerse turns UC Davis into a live 3D multiplayer map. 🎮🏫

Walk to events, RSVP, and chat in real time. Built with React Three Fiber, and MongoDB for @hack_davis 2026.

Check out the build: devpost.com/software/davis…
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Major League Hacking (MLH) retweeted
Amazing turnout for a very special @hacktoberfest edition of @seattlejs tonight!

Thanks to Hitesh Jain of @coralbricks_ai and @cmgriffing of @GitKraken for great presentations on building web apps using open AI models.

There are more awesome events coming up this month, check /FXaAZQQ4C6
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Major League Hacking (MLH) retweeted
Hacktoberfest 2026 centers on open-weight models and open-source AI, with more than 500 Fests planned in over 60 countries. One Hack Day in Pakistan shipped three projects by evening.

@jessleenyc for The Daily Context:
dev.to/dailycontext/o…
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Tired of AI responses that ignore your format? 🔒

On today's Prompt Pad, Rosendo shows how to lock your output schema in @GoogleAIStudio so every response comes back exactly how you need it.
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