DM me, you're here for a reason! Python, AI and E2EE headless life

Berlin, Germany
Joined February 2012
Pinned Tweet
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playasia, the japanese game shop people have been importing from for 24 years, just took the whole store offline to patch after this week's PHP attacks. nobody wants to go dark in october, but that beats leaking everyone's orders
We have temporarily taken the site offline. This is Jan, the real CEO of Playasia. After weeks of increasingly sophisticated and relentless attacks against us and several of our trusted partners, we made the decision to go dark while we complete a full security audit and harden our systems. This is not a step we take lightly. Playasia has been our home, and your home, for nearly 24 years, and the thought of stepping away even for a short while breaks my heart. These attacks are not random. From what we have seen in the attackers' own source code comments, we are listed as one numbered goal among tens of thousands of other targets. That tells us this is a coordinated, systemic campaign, not something aimed only at Playasia. Watching our team work around the clock, exhausted but still fighting to protect what we have built together, has brought me to tears more than once. Many of them have families who depend on them. I have my own. The passion that has driven this community of gamers serving fellow gamers for over two decades is something we will not let anyone take from us. We have reported everything to the relevant authorities and cybercrime units worldwide and continue to share every detail that can help them pursue those responsible. We are doing everything in our power to protect our customers, our partners, and our people. Your support over the years has meant more than I know how to say. Please stay tuned for updates on our social channels and here. We will be back. Jan
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tencent built 16k practice environments out of real office files and repos, then grades the agent on whether the writeup actually says the right thing, not just whether a file appeared. that's the part every agent demo skips, nice work team
📢 Introducing WorkForge: a scalable framework that constructs verifiable training environments for long-horizon work agents from real-world resources. Starting from expert workflows, it builds authentic workspaces, extracts checkable facts, and derives tasks plus dual (programmatic + semantic) verifiers grounded in observable evidence. 🚀 We scale to 16.7K environments across 40 professional domains covering 60 file types, enabling consistent gains on long-horizon work benchmarks as data volume and interaction horizon increase. 📚Paper: arxiv.org/pdf/2610.04906 @zhang_leo54389 @ZoeyyyZhououou @Be1ong1 #Tencent Hy#AIAgents #WorkAgents #AgentTraining
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hugging face released Carbon-X: paste raw DNA into a chat and a 14b model answers in english, benign or pathogenic, with reasoning. within a point of the frontier model at a tiny fraction of the cost, and it fits on one gpu so your sequence stays yours. okay this is cool
Today we're releasing Carbon-X, a 14B model that brings DNA and natural language together for the first time 🧬 1. Beats every open language model we tested across DNA benchmarks. Within a point of GPT-6.1 Sol at >1,000× lower inference cost. 2. Mid-trained on 300B tokens of interleaved DNA and text, followed by SFT (without distillation!) and RL. 3. A new hybrid tokenizer encodes DNA using ~3× fewer tokens than BPE. 4. Gives other models a DNA specialist subagent: Kimi K3 gains 11.1 points when it consults Carbon-X. 5. Runs locally on a laptop with llama.cpp. Apache 2.0. Your DNA stays on your hardware. Model: huggingface.co/HuggingFaceBi… Blog: huggingface.co/spaces/Huggin…
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ant group's ling team shipped another flash model, 44 on the index people rank these things with, up from 41, and the agent jumps are the actual story. the open weights aren't out yet and that's the part i'm waiting on
Introducing Ling-3.1-flash-1019 🚀 It scores 44 on the Artificial Analysis Intelligence Index, up from 41 for Ling-3.1-flash. Gains in agentic work: AA-Briefcase ~1400→1524 Elo and AutomationBench-AA 62%→68%. API access and open weights coming soon. Stay tuned.
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bun just baked a prettier into the runtime. it formats prettier's own repo in 60ms, prettier takes 17s, and you delete a dev dependency instead of adding one. nice work team
Bun v1.4.4 - Fixes 271 issues, addressing 544 👍 - `bun fmt` is a fast Prettier-compatible code formatter - `bun check` gets 1.4x - 7.8x faster - New in Bun.SQL & WebSocket - Security fixes, including for Brotli, TLS certs, HTTP/3, and more bun.com/blog/bun-v1.4.4
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an anonymous model called Kibitz showed up on LMArena's code arena and testers are reading it as Kimi's next one sneaking out early. one prompt got an interactive pelican-on-a-bike page with working pedals and a night mode. if the real release lands like this, sheesh
Kibitz a new mysterious model on code arena High chances it can be a new kimi model Prompt : code an svg of pelican riding bike as detailed as you can
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higgsfield shipped content factory: you type one "what if" idea, pick a trending style, out comes a whole series of ready-to-post vertical clips. the whole feed is about to be the same six videos and i will watch all of them
Introducing Higgsfield Content Factory. Turn any idea into a viral reel, from “What if” explainers to animated hooks for your ads. Available now on Higgsfield.
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nvidia dropped open embed models at GTC berlin and turbopuffer already has them: your docs get turned into search vectors as you write, no embedding provider to wire up. that whole plumbing job gone
Nemotron-3.5-Embed is now available in turbopuffer native embedding on our enterprise PDF search benchmark, Nemotron-3.5-Embed 8B improves recall@20 by ~5% over the next best model turbopuffer.com/docs/embeddi…
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sebastien at foxio found that one HTTP/3 connection, no login, can eat a server's memory until it drops. fix is out for quic-go and quiche (so caddy, traefik, cloudflared), and turn HTTP/3 off on bun, mitmproxy and the rust h3 crate until theirs lands
‼️ A single HTTP/3 connection can crash vulnerable web servers. No login required. Newly disclosed QPACK flaws trigger up to 4,000× memory amplification in tests, exhausting server resources. → PoC is public → 7 implementations affected → Still unpatched: Bun, aioquic, h3 Full details ↓ thehackernews.com/2026/10/ne…
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new in vscode: one prompt, several different AI models running it at once, answers side by side on your own code, plus a judge scoring them. a leaderboard can't tell you that
🚀 The latest @code release makes the Copilot SDK-based harness the default for new sessions, adds model comparisons, and brings a file list to multi-file diffs. 🧵 Here’s what’s new: code.visualstudio.com/update…
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vercel's token pass now includes deepseek's new flash model: $30/mo buys your coding agent $80 of tokens to burn. top reply is already saying somebody else does the same for $10
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zed v1.25 is out and the editor got a third smaller. 268 MB down to 184 on mac. same app, way less disk. nice work team
🚀 Zed v1.25 is out! Since v1.23, we've reduced Zed's binary size by ~30% across all platforms.
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amp now lets you point its coding agent's disposable machines at your own boxes. docker, k8s, apple containers, whatever you've got. free for individuals and teams. a launch page saying "you probably shouldn't self-host this" is the most honest thing i've read
You can now self-host orbs. It's free for individuals and teams. ampcode.com/news/self-hosted…
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What do you think about that 😼 @OpenRouter
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walmart is letting AI agents actually check out for you, each with its own profile and a spending cap you set. amazon won't even let one through the door
As Amazon blocks AI agents from shopping on its site, Walmart is taking the opposite approach, introducing new technology that lets AI agents make purchases on customers' behalf, with controls over spending and transaction approvals. spr.ly/6019BHXyoW
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deepseek just raised ~$15b, one of china's biggest rounds ever, with tencent and catl in. the lab that made cheap training look easy finally has a war chest to buy real compute
The Chinese AI pioneer DeepSeek has raised about $15 billion in its latest fundraising round, one of the country’s largest ever and a sign of the startup’s ambitions to compete globally with the likes of Anthropic and OpenAI bloomberg.com/news/articles/…
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Damn I can send someone a check in the mail from @XMoney Someone send me their addy
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google put gemini inside google maps on carplay, first voice assistant maps has ever had there. mid-drive you just say "avoid tolls" or "find parking" and it reroutes. okay this one i'd actually use
Gemini is now available in @GoogleMaps navigation on CarPlay. Find the best place to park, report a traffic incident, or change your route with just a quick conversation. Tap the Gemini icon in Google Maps CarPlay during your next drive to try it out 🚘
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nvidia's robot world models are live on reactor now: you drag a robot's arms around in the browser and it generates what that robot would see next, in real time. rehearsing a robot before you burn hardware, finally
Introducing NVIDIA Cosmos-3-Nano on Reactor. Two new models, available now via the Reactor API. • Sim-Bimanual predicts what a robot sees as you move its arms and grippers. • Sim-Transfer turns simulations into photorealistic video. Try them now: reactor.inc/cosmos-bimanual
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Making a perp bot to lose money passively
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