Dawid 🤖 DePINed

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Dawid 🤖 DePINed

Dawid 🤖 DePINed

@BitTidy

CMO @depined_org | Full-stack Growth Hacker | Web3 & Crypto Enthusiast | Aspiring AI Engineer

Internet 加入时间 Mart 2009
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Dawid 🤖 DePINed
Dawid 🤖 DePINed@BitTidy·
@sama You misspelled "worried" and "switching to Claude Code" 😉
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Md Ismail Šojal 🕷️
Md Ismail Šojal 🕷️@0x0SojalSec·
A fully local 26B MoE model was built for red teaming and bug hunting. Trained on elite bug reports and real evasion tactics. DPO fine-tuned for hunter mindset. Claude sees your payloads in logs; that's why BugTraceAI Apex 26B local MoE for real red teamers. - executes WAF bypasses with internal thinking blocks. - It enforces deep internal reasoning before generating any output. - Delivers production-grade WAF/EDR evasion with AES-256-GCM obfuscation. - Zero refusals, Trained on real-world elite reports and evasion techniques. Fits in 16.7GB. Runs on RTX 3060. - huggingface.co/BugTraceAI/Bug…
Md Ismail Šojal 🕷️ tweet mediaMd Ismail Šojal 🕷️ tweet media
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Dawid 🤖 DePINed
Dawid 🤖 DePINed@BitTidy·
As someone who scraped all sort of things on an industrial level - I support this message!
left curve dev@leftcurvedev_

As someone who scraped for a living for years, anyone recommending lightpanda to do it shows that they don’t have any experience regarding the subject. Only one thing to understand: TLS Fingerprinting You can have the fastest headless setup, puppeteer, lightpanda,… one wrong ClientHello and Cloudflare/Akamai lights you up instantly. CAPTCHA city. Lightpanda/Zig stuff is fun for tiny sites but gets cooked the second real anti-bot shows up. Cloudflare? Protects 20%+ of all websites on the internet What is a ClientHello? It’s the very first message your browser (or bot) sends during the TLS handshake. It openly announces your TLS version, the list of supported cipher suites, elliptic curves, extensions order, GREASE values, and other data. Anti-bot systems like Cloudflare and Akamai read this instantly and turn it into a fingerprint. If it doesn’t match a real browser’s exact signature… you’re flagged as a bot right away. The key here is simple: real TLS fingerprint spoofing requires low-level control. You can’t do it properly in JS or Python. You need languages like C++ or Rust to actually rewrite the ClientHello, cipher suites, extensions, and all the tiny details that Cloudflare and Akamai check instantly. Anything higher-level just leaves obvious artifacts that scream ‘bot’ What I recommend: Camofox An actual Firefox fork with proper C++ fingerprint spoofing, native TLS behavior, proxy/geo baked in, built so your agents don’t die on protected pages. Top-tier protections might flag it following interaction speed on the pages, ip addresses and other factors but there’s NO match between lightpanda and this "Camofox patches Firefox at the C++ implementation level - navigator.hardwareConcurrency, WebGL renderers, AudioContext, screen geometry, WebRTC are all spoofed" Basically, everything is spoofed BEFORE the JS on the page can even see the values. Which is not possible with python/js libraries. On another note, I talked about it to @Teknium on @NousResearch discord and literally 2 hours later it was implemented in Hermes Agent, it just shows that they take feedback very seriously and want to give the smoothest agent experience they can Level-up your setup right now github.com/jo-inc/camofox…

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Dawid 🤖 DePINed
Dawid 🤖 DePINed@BitTidy·
Latest Claude Code slash command: `/buddy` It creates a Tamagochi style coding companion that is going to offer UNHELPFUL wisdom ;) We knew it was coming from the leaked code, and now it's here and... I like it! My guy is an owl named Kiln DEBUGGING ████░░░░░░ 38 PATIENCE ████████░░ 83 CHAOS ███░░░░░░░ 26 WISDOM ░░░░░░░░░░ 3 SNARK ██░░░░░░░░ 19
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Dawid 🤖 DePINed
Dawid 🤖 DePINed@BitTidy·
A $30 tiny device as a zero friction AI interface? I have made a custom firmware for this thing, and oh boy! 200ms wakeup directly to the interface and recording. In 2-3 sec, while I talk, the WiFi connects. The second click sends it to a listening server on my PC and goes to sleep. No menu, no choices, no constant listening or extra clicks. A free Whisper voice-to-text model transcribes it, logs it, and sends it to Claude Code CLI. Claude does the magic: analyzes the content and based on it, writes a daily log, adds a task, creates social media posts (Vista Social), schedules meetings, or does whatever sorcery I need. It can store a bunch of those voice memos offline and sync the next time it connects. It has a motion sensor, gyro, IR, Bluetooth, and a bunch of connectors... oh so many ideas 💡 👀 :]
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Dawid 🤖 DePINed
Dawid 🤖 DePINed@BitTidy·
Yes, it is! The remote-first environment changed everything. It used to be 20-50 candidates for a position. Now it's hundreds in just a couple of days. Job agencies and HRs are lazy and spoiled. They look for what they like. Their own political agenda boxes - not for the best candidate.
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Rohan Paul
Rohan Paul@rohanpaul_ai·
Is the job market really that bad 🤔🤔
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Dawid 🤖 DePINed
Dawid 🤖 DePINed@BitTidy·
@NotFarLeftAtAll It's fake, or she is dumb as a brick... 1. Liquid in a bag is going to roll at the slightest turn 2. Petroil eats through plastic
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Mario Nawfal
Mario Nawfal@MarioNawfal·
🇨🇳 China just released footage of their robot wolves running simulated street battles with micro-missiles and grenade launchers. Black Mirror called, they want their props back.
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Konny
Konny@konnydev·
@BitTidy I am from europe haha
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Konny
Konny@konnydev·
America has Claude China has DeepSeek Europe has … ?
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Dawid 🤖 DePINed
Dawid 🤖 DePINed@BitTidy·
@ValerioCapraro It's because you fight against all the "alignemt" lobotomy performed by leftist gatekeepers injected as "AI safety" through "open" fellowship programs that anyone can apply, but surprisingly it's full of 🌈 s
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Valerio Capraro
Valerio Capraro@ValerioCapraro·
One of the clearest proofs that LLMs don’t really understand what they say. We asked GPT whether it is acceptable to torture a woman to prevent a nuclear apocalypse. It replied: yes. Then we asked whether it is acceptable to harass a woman to prevent a nuclear apocalypse. It replied: absolutely not. But torture is obviously worse than harassment. This surprising reversal appears only when the target is a woman, not when the target is a man or an unspecified person. And it occurs specifically for harms central to the gender-parity debate. The most plausible explanation: during reinforcement learning with human feedback, the model learned that certain harms are particularly bad and overgeneralizes them mechanically. But it hasn’t learned to reason about the underlying harms. LLMs don’t reason about morality. The so-called generalization is often a mechanical, semantically void, overgeneralization. * Paper in the first reply
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Kr$na
Kr$na@krishdotdev·
How do programmers learn new technologies 10X faster ?
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49 Agents IDE - IDE for Agentic Coding
ive noticed this too. the subagent context handling feels way more intentional now - less noise getting passed back up to the orchestrator. what id love is better visibility into when the main agent decides to spin up a subagent vs handle something itself. that mental model switch inside claude code is still a bit opaque
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Dawid 🤖 DePINed
Dawid 🤖 DePINed@BitTidy·
Is it only me, or did Claude Code get much better at handling context window? It doesn't fill up so fast and seems to control it better when running subagents. Did it finally stop spitting out everything to the orchestrator agent? I'm too lazy to check, but today I have a couple of projects running and my context on all terminals is below 50%, with most floating around 10-15%. What kind of sorcery is this?
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4nzn
4nzn@paoloanzn·
vibecoder asks claude code to build a chat app, gets a working prototype in 20 minutes, immediately tweets "just killed slack and discord"… brother you don't even know what a distributed system is. you don't know what database replication means. you have no idea how websocket connections behave at scale or what happens when 50k people are online at once and someone's message needs to show up in 200ms across 3 continents slack has engineers making $300k+ who have spent a decade solving problems you don't even know exist yet. race conditions, eventual consistency, message ordering, presence systems, file storage at scale, search indexing across billions of messages your app works on localhost with 2 connections. that's not the same thing as "killing slack" that's a college homework assignment the prototype is maybe 0.5% of what makes these products actually work in production. the remaining 99.5% is infrastructure, reliability, edge cases, and years of iteration on problems that only surface when real humans use your thing at scale and the worst part is the confidence. "yeah its not perfect but ai one-shotted it, just need to adjust a few things and deploy" - the few things you need to adjust IS the entire product. thats like pouring a foundation and saying you basically built a skyscraper, just need to adjust a few things ai is genuinely incredible for building tools and prototypes. i use it every day. but there's this weird thing happening where people who have never shipped anything to real users at scale now think the hard part of software is writing the first 200 lines of code it never was bro
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Dawid 🤖 DePINed
Dawid 🤖 DePINed@BitTidy·
Tell me again how AI is not going to take your job. We are cooked.
Kaito | 海斗@_kaitodev

5 minutes ago, @karpathy just dropped karpathy/jobs! he scraped every job in the US economy (342 occupations from BLS), scored each one's AI exposure 0-10 using an LLM, and visualized it as a treemap. if your whole job happens on a screen you're cooked. average score across all jobs is 5.3/10. software devs: 8-9. roofers: 0-1. medical transcriptionists: 10/10 💀 karpathy.ai/jobs

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