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Should I do a blindfolded PC build as a PC building pro wearing a oculus quest 2 for limited visibility? Similar to @NetworkChuck but I've built thousands of PC's over the years.
100%Do it, show your 1337ness
0%🥱😴
3 votes • Final results ShinyTechThings retweeted
the NSA put its own hacking tool on GitHub and most people still haven't opened it
5 security repos that show you how exposed you actually are. all free, all open source.
want to see every account tied to your username across the internet?
-> Sherlock
github.com/sherlock-project/…
want to take any program apart and read what it really does?
-> Ghidra, the reverse engineering framework built by the NSA
github.com/NationalSecurityA…
want to watch everything your phone apps send home?
-> mitmproxy
github.com/mitmproxy/mitmpro…
want to know if your API keys and passwords are already sitting in your git history?
-> TruffleHog
github.com/trufflesecurity/t…
want to test your own WiFi and Bluetooth with a $10 chip?
-> ESP32 Marauder
github.com/justcallmekoko/ES…
~260k stars of tools that professionals get paid to run.
none of this is hidden. it's the same kit pentesters use on the job.
the catch: it's only legal on things you own or have written permission to test.
the best way to learn how you get hacked is to run the attack on yourself first.
bookmark this. pick one. point it at your own stuff tonight.
ShinyTechThings retweeted
Video generation now runs right on your laptop. 🎬
Introducing FreeVideo — bringing MiniMax H3 + Video DeltaNet to the hardware you already own.
As little as 8GB VRAM + 16GB RAM. ComfyUI integration, LoRAs & custom workflows.
Code: github.com/FlashML-org/FreeV…
ShinyTechThings retweeted
35 WEBSITES GOOGLE DOESN'T WANT YOU TO KNOW
1. Explee .com — sends cold emails on autopilot explee.com
2. NoteGPT — turns docs into podcasts notegpt.io
3. Napkin AI — turns text into diagrams napkin.ai
4. Ideogram — generates text in images perfectly ideogram.ai
5. Suno — makes full songs from a prompt suno.com
6. HeyGen — clones your face into videos heygen.com
7. Kling AI — best AI video generation klingai.com
8. ElevenLabs — clone any voice instantly elevenlabs.io
9. Gamma — AI presentations in seconds gamma.app
10. Perplexity — AI search with real sources perplexity.ai
11. Pika — animate any image into video pika.art
12. Runway — cinematic AI video generation runwayml.com
13. Cursor — AI code editor that builds for you cursor.com
14. v0 — generate UI components with AI v0.dev
15. Lovable — turn ideas into working apps lovable.dev
16. Descript — edit video by editing text descript.com
17. Opus Clip — auto cut long videos into shorts opus.pro
18. Krea AI — real time AI image generation krea.ai
19. Magnific — upscale any image with AI magnific.ai
20. Viggle — make characters move realistically viggle.ai
21. tl;dv — record and summarize any meeting tldv.io
22. Fireflies — AI meeting notes automatically fireflies.ai
23. Castmagic — turn audio into content pieces castmagic.io
24. Replit — code and deploy from browser replit.com
25. Leonardo AI — generate images for free leonardo.ai
26. Synthesia — AI avatar videos no camera needed synthesia.io
27. Fliki — turn text into videos with AI fliki.ai 28. Photoroom — AI product photography photoroom.com
29. Invideo AI — turn prompts into full videos invideo.io
30. Consensus — search what science agrees on consensus.app
31. SciSpace — understand any research paper scispace.com
32. Tome — AI builds your pitch decks tome.app
33. Beautiful AI — smart presentation design beautiful.ai
34. Meshy — turn text into 3D models meshy.ai
35. Vizcom — turn sketches into renders vizcom.ai
The AI revolution isn't coming.
It already happened and you missed half of it.
ShinyTechThings retweeted
Top 10 OpenCode Skill Repos:
1. Superpowers - github.com/obra/superpowers
2. Ponytail - github.com/DietrichGebert/po…
3. UI/UX Pro Max - github.com/nextlevelbuilder/…
4. Graphify - github.com/Graphify-Labs/gra…
5. Caveman - github.com/JuliusBrussee/cav…
6. Addy Osmani Skills - github.com/addyosmani/agent-…
7. Understand Anything - github.com/Egonex-AI/Underst…
8. Awesome Claude Skills - github.com/ComposioHQ/awesom…
9. Archify - github.com/tt-a1i/archify
10. Impeccable -github.com/pbakaus/impeccabl…
ShinyTechThings retweeted
A desktop app that gives AI agents their own persistent workspace.
- Keep projects and sessions local
- Swap cloud or local models freely
- Add plugins for panels and tools
ShinyTechThings retweeted
今天看到的最漂亮的网站:
kubernetes3d.com/rack
把 k8s 集群做成了机架的样式,而且高度可操作,真的是 eye candy,还分了 front back 和 side 三个面,每个面讲的是同一套集群的不同切面,是一件精致的艺术品。
注意上面的各种按钮和场景都是可交互的,用来学习概念也很棒,我已经把玩许久了,谁做的这么棒啊。
16 GitHub Repos That Can Teach You More Than a $1,000 AI/ML Course 🚀
1. Machine Learning for Beginners
github.com/microsoft/ML-For-…
2. 100 Days of ML Code
github.com/Avik-Jain/100-Day…
3. Algorithms Implemented in Python
github.com/TheAlgorithms/Pyt…
4. Mathematics for Machine Learning
github.com/mml-book/mml-book…
5. Made With ML
github.com/GokuMohandas/Made…
6. Deep Learning Paper Implementations
github.com/labmlai/annotated…
7. Neural Networks: Zero to Hero
github.com/karpathy/nn-zero-…
8. Hands-On Large Language Models
github.com/HandsOnLLM/Hands-…
9. Prompt Engineering Guide
github.com/dair-ai/Prompt-En…
10. AI Agents for Beginners
github.com/microsoft/ai-agen…
11. GenAI Agents
github.com/NirDiamant/GenAI_…
12. RAG Techniques
github.com/NirDiamant/RAG_Te…
13. Data Science Projects
github.com/ProjectProRepo/Da…
14. Awesome NLP
github.com/keon/awesome-nlp
15. Awesome Reinforcement Learning
github.com/aikorea/awesome-r…
16. Reinforcement Learning Algorithms
github.com/ChristianOrr/rein…
ShinyTechThings retweeted
Ok this small local model is sooo good
MiniCPM5-2B has only 2B parameters (!!) and can run agents on any laptop or even your phone fully offline.
This 100% open source model can perform coding/agentic/tool use tasks and can run on just 2GB RAM!
And it's genuinely good even in Hermes agent! I asked it to:
- Go to Hugging Face
- Find the Models section
- Evaluate models across multiple criteria
- Create a CSV with the top 15
It did it! In the Artificial Analysis Intelligence Index v4.1.1 results cited in the official release, MiniCPM5-2B scores 23 and ranks #1 among open-source models under 4B parameters.
So it's not about the size of the model anymore but way more the density of intelligence:
Researchers from Tsinghua University and ModelBest proposed the “Densing Law”: the maximum capability density of open-source pretrained base models roughly doubled every 3.5 months over the period studied!
And what's also interesting is that OpenBMB's open-source approach goes beyond just releasing model weights with
- Selected training methods
- Agent-related data
- Data refinement resources
Also being opened up, including the RL stack with Meshy + JustRL II.
This model even outperforms some models around 6x larger on selected evaluations such as GDPval-AA v2!
ShinyTechThings retweeted
NVIDIA removed the biggest friction point in Voice AI
They open-sourced PersonaPlex 7B, a full-duplex conversational model that listens and speaks at the SAME time.
→ Listens and speaks simultaneously
→ Handles interruptions and backchannels naturally
→ Any voice, any role, defined by text prompt
100% Open Source.
Unveiled at IFA 2026, the Oukitel RG14-P has an IP69K rating and swappable solar-powered batteries. It also weighs over 8 pounds. pcworld.com/article/3226571/…
ShinyTechThings retweeted
This high school student just built a water filter that removes 96% of microplastics, without expensive equipment.
In Warrington, Virginia, Mia Heller has built a filtration system that removes more than 95% of microplastics from drinking water. Her approach uses a magnetic liquid, ferrofluid, to pull tiny plastic particles out of the flow, without relying on traditional filter membranes.
Qwen3.8 27B brings a new state-of-the-art dense model for local AI development.
⚡ Run it on AMD Ryzen™ AI Max+ processors or single Radeon™ AI PRO R9700 card
⚡ Experience it with @LMStudio
⚡ Turn it into an app with @lemonade_server
Start building with AMD Day 0 support for @Alibaba_Qwen now: amd.com/en/blogs/2026/run-qw…
ShinyTechThings retweeted
Deepsec is a security harness for finding vulnerabilities in your codebase powered by coding agents.
ShinyTechThings retweeted
Pretraining, adapting, and serving LLMs gets messy when every model needs a different pipeline.
LitGPT is an open-source Python toolkit for builders who want to pretrain, fine-tune, evaluate, and serve language models.
It helps you move from experiment to a usable endpoint by combining readable model implementations, a consistent CLI, and configurable YAML training recipes.
Key features:
• 20+ LLM implementations – includes Llama, Gemma, Phi, Qwen, Mistral, and more.
• End-to-end CLI – run chat, pretraining, fine-tuning, evaluation, and serving workflows.
• Efficient fine-tuning – supports LoRA, QLoRA, Adapter, and Adapter v2.
• Lower-memory execution – offers quantization plus FP16, BF16, and mixed-precision settings.
• Scale options – supports Flash Attention v2, FSDP multi-GPU training, CPU offloading, and TPU/XLA.
It’s open-source (Apache 2.0 license).
Link in the reply 👇
ShinyTechThings retweeted
I'm sharing 8 of the best GitHub repos for automatically extracting data from any website:
1. Firecrawl
Pass it a URL and it automatically crawls the entire site, converting it into clean data ready for AI. Supports JavaScript-heavy pages. Over 140,000 stars.
github.com/firecrawl/firecra…
2. Crawl4AI
Turns any website into text that LLMs can read directly. No API key or payments required. Created by a developer fed up with services charging $16. Over 70,000 stars.
github.com/unclecode/crawl4a…
3. browser-use
An AI agent that uses the browser like a human: clicks, logins, forms, everything. Created by a startup from ETH Zurich. Over 100,000 stars.
github.com/browser-use/brows…
4. Crawlee
A complete framework for scraping with proxy rotation, retries, anti-detection, and queue management. Avoids blocks like a pro.
github.com/apify/crawlee
5. Scrapy
The classic Python framework for large-scale scraping. It's been in use for over 10 years and stably processes millions of pages. Completely free.
github.com/scrapy/scrapy
6. Scrapling
Automatically adapts to website design changes and avoids block detections. Paid-level features… but free.
github.com/d4vinci/Scrapling
7. AutoScraper
Just give it an example of the data you want, and it learns the pattern on its own. Extracts the rest without writing selectors. Super simple and powerful.
github.com/alirezamika/autos…
8. curl-impersonate
Imitates real Chrome browser HTTP requests to bypass the most advanced anti-bot protections.
github.com/lwthiker/curl-imp…
Save them all, highly recommended.
With these, you can pull clean data from almost any website without paying for expensive services or relying on limited APIs.
Alta Labs Cloud Dashboard setup & XNet cellular offloading youtu.be/esT-2qjszrs
ShinyTechThings retweeted
I built an autotriage skill for codex that has a set of guidelines + reads VISION.md from my repos, so issues/prs that have a clear way of
- fit vision of the project
- being inferrable in code with high confidence
- clear fix
- can be live tested
Are now worked on autonomously. Codex can use a VM + computer vision (via crabbox.sh , new parallels backend) to verify fixes, so it can work without interrupting me. I manually review suggestions. Since it was tedious to type in issues, I added an issue browser into repo.bar that parses common clipboard formats by codex so I can click through them conveniently.
ShinyTechThings retweeted
God's eye view 24-hour replay of Operation Epic Fury.
The Iran strikes kicked off and I set an AI agent swarm loose to record every OSINT signal I could find before the caches cleared. Built a full 4D reconstruction in WorldView.
I can scrub through minute by minute and watch the whole thing unfold on a 3D globe:
> Airspace clearing over Tehran
> Ground strike coordinates locking in
> Severe GPS interference blinding the region
> EO and SAR satellites making passes over the strike zone
> No-fly zones locking down 9 countries
> Shipping fleets scrambling at the Strait of Hormuz
It's pretty amazing how complete of a picture you can build without "proprietary data fusion" -- one dev with public signals and a love for computer graphics and geospatial intelligence.
Thank you for all the love on my last post. Dropping WorldView in April. This my friends is just the beginning.






























