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[@DataChaz](/creator/twitter/DataChaz)
"Spotted this gem from Kieran Flanagan (@searchbrat) on LinkedIn. Its an o3 prompt that scores your page using Ogilvys copywriting playbook and gives clear steps to make it better 🔥 Heres how it works 👇 ------ This prompt will: - Take a URL - Extract the web copy - Run it through XX principles based on David Olgiviy's work - Score the web copy across those principles - And suggest edits on how to reach a score of XXX. ------ 📝 Here's the prompt: "You are an advertising strategist trained in David Ogilvys principles. Task: X. Visit the user-provided URL. X. Extract the main marketing copy"  
[X Link](https://x.com/DataChaz/status/1972396660971233380) [@DataChaz](/creator/x/DataChaz) 2025-09-28T20:23Z 140.4K followers, 17.5K engagements


"Ace. @Karpathy just dropped nanochat a complete minimal ChatGPT-like implementation in under 8K lines of PyTorch 🤯 It covers the entire pipeline: Tokenization (Rust) pretraining on open web data Midtraining on chat reasoning & tool use Supervised fine-tuning + GRPO for reasoning Full inference stack with KV cache & CLI/web UI You can train a small fully-functional chatbot on a single GPU. Repo in 🧵"  
[X Link](https://x.com/DataChaz/status/1978053054957260992) [@DataChaz](/creator/x/DataChaz) 2025-10-14T10:59Z 140.4K followers, 8246 engagements


"Docker is overkill for running AI agents in parallel. @Dagger_ios new Container Use is a much simpler agent-first alternative: No Dockerfile needed Git-native isolation Full logs & realtime visibility + easy one-liner commands to do it all 🙌 Lets compare 🧵"  
[X Link](https://x.com/DataChaz/status/1978772254944264428) [@DataChaz](/creator/x/DataChaz) 2025-10-16T10:37Z 140.4K followers, 38.4K engagements


"🚨 BREAKING: @Stanford just proved you dont need to fine-tune an AI model to make it smarter 🧠 ACE = Agentic Context Engineering Model writes reflects & edits its own prompts Learns from wins and failures +10.6% over GPT-4 agents w/ zero retraining Paper in 🧵"  
[X Link](https://x.com/DataChaz/status/1977286284591903176) [@DataChaz](/creator/x/DataChaz) 2025-10-12T08:12Z 140.4K followers, 25.4K engagements


"What makes JSON prompting great Structure. It turns a vague idea into a clear inspectable layout. You can isolate changes copy sections reuse logic easily. Gemini Flash XXX (Nano Banana) handles JSON prompting flawlessly. Prompt in 🧵"  
[X Link](https://x.com/DataChaz/status/1979099435989897419) [@DataChaz](/creator/x/DataChaz) 2025-10-17T08:17Z 140.4K followers, 11.4K engagements


"By far the best n8n guide Ive seen. Nates worked with 1000s of users and just wrapped everything hes learned into this 36-page guide 🔥 Clear lessons on JSON nodes and debugging Cloud vs self-host setup AI integrations & LLM chains Totally free. Link in 🧵"  
[X Link](https://x.com/DataChaz/status/1979799146321338761) [@DataChaz](/creator/x/DataChaz) 2025-10-19T06:37Z 140.4K followers, 97.8K engagements


"Heres the link to Nates @n8n_io starter kit:"  
[X Link](https://x.com/DataChaz/status/1979799161102057625) [@DataChaz](/creator/x/DataChaz) 2025-10-19T06:37Z 140.4K followers, 7039 engagements


"The AI money loop @Nvidia feeds compute and invests $100B straight into OpenAI. @OpenAI valued at $500B powers growth through $300B in Oracle cloud and AMD GPU scale-ups. @Microsoft @CoreWeave @Intel and @NebiusAI expand reach. @xAI @Mistral and Figure AI close the loop through shared capital and tools. Compute drives demand. Demand drives investment. Investment fuels more compute. ➰ The loop never stops"  
[X Link](https://x.com/DataChaz/status/1977615961684365575) [@DataChaz](/creator/x/DataChaz) 2025-10-13T06:02Z 140.4K followers, 6687 engagements


"Wow. Google engineer @AntonioGulli just released a full 250-page book on AI Design for free. It walks through the entire stack with many practical examples: ML deep learning transformers fine-tuning AI agents and vibe coding. Hands-on and XXX% free. Link in 🧵"  
[X Link](https://x.com/DataChaz/status/1977997392726331889) [@DataChaz](/creator/x/DataChaz) 2025-10-14T07:18Z 140.4K followers, 19.7K engagements


"2/ Installing Docker isnt just "brew install". Youve got GUI installers daemon configs permissions WSL2 on Windows version mismatches . . while Dagger's Container Use is just plug-and-play"  
[X Link](https://x.com/DataChaz/status/1978772289958412763) [@DataChaz](/creator/x/DataChaz) 2025-10-16T10:37Z 140.4K followers, XXX engagements


"A must-bookmark for vibe-coders. @YCombinators guide to making the most of vibe coding:"  
[X Link](https://x.com/DataChaz/status/1967846530867695855) [@DataChaz](/creator/x/DataChaz) 2025-09-16T07:02Z 140.4K followers, 273K engagements


"Most people dont realize ChatGPT has hidden operators that can totally change its answers. Here's the ultimate 32-shortcut cheatsheet for sharper prompting 🤯 Add one to the start. Example: /ELI5: topic explain this topic like Im five Full list + sheet in 🧵"  
[X Link](https://x.com/DataChaz/status/1973288744892727647) [@DataChaz](/creator/x/DataChaz) 2025-10-01T07:27Z 140.4K followers, 177K engagements


"OpenAI just published an ace 28-page guide on context engineering for AI agents. Instead of throwing more memory at LLMs it shows how to engineer context: when to trim summarize prevent drift and defend against context poisoning. XXX% free. Link to the guide in 🧵"  
[X Link](https://x.com/DataChaz/status/1973859632960713054) [@DataChaz](/creator/x/DataChaz) 2025-10-02T21:16Z 140.4K followers, 83.8K engagements


"Microsoft just killed the GPU mafia 🤯 They've open-sourced bitnet.cpp a blazing-fast 1-bit LLM inference framework optimized for CPUs. This is a major step forward for running large models locally without expensive GPUs or cloud costs. Demo app + repo + paper in 🧵"  
[X Link](https://x.com/DataChaz/status/1974015430886117763) [@DataChaz](/creator/x/DataChaz) 2025-10-03T07:35Z 140.4K followers, 509.7K engagements


"This guy literally built a system prompt that makes Sora X create mind-blowing videos. (prompt in 🧵 )"  
[X Link](https://x.com/DataChaz/status/1976545981706666359) [@DataChaz](/creator/x/DataChaz) 2025-10-10T07:10Z 140.4K followers, 94.1K engagements


"This guy literally made a system prompt that outsmarts all AI-detectors. Everything it writes sounds perfectly humanized. (prompt in 🧵 )"  
[X Link](https://x.com/DataChaz/status/1976913194854891577) [@DataChaz](/creator/x/DataChaz) 2025-10-11T07:30Z 140.4K followers, 72.1K engagements


"If you bounce between ChatGPT Claude Gemini & co myNeutron might just become your favorite Chrome extension. It gives you that personal memory layer context you can save combine and reuse across models ✨ How it works: Save Seeds from web pages notes Gmail Drive etc. Bundle them into AI-ready briefs Paste that same context anywhere with one click . and yep the context sticks with you whatever the model Super handy. Gmail and Drive support (coming soon) can even auto-generate Seeds. And thanks to MCP your tools can fetch the right context when needed. Simple and lightweight. Im a fan 👊"  
[X Link](https://x.com/DataChaz/status/1978365819634745472) [@DataChaz](/creator/x/DataChaz) 2025-10-15T07:42Z 140.4K followers, 29K engagements


"This guy literally leaked the 2026 get-rich playbook"  
[X Link](https://x.com/DataChaz/status/1978385981934915987) [@DataChaz](/creator/x/DataChaz) 2025-10-15T09:02Z 140.4K followers, 68.3K engagements


"This ones big. Atlassian just dropped something a lot of us have been waiting for. Rovo Dev is an AI coding assistant that finally fits how @Atlassian teams actually work 🔥 Think Claude Code but with some unique twists: Built-in integration with @Jira @Confluence and @Bitbucket Persistent memory across sessions for ongoing collaboration Enterprise-grade controls: permissions audit logs zero data retention by default () It also supports model routing across OpenAI Anthropic and open-source models like Llama / Gemma. not something you'd get with Claude or Gemini CLI 👇 But heres the real"  
[X Link](https://x.com/DataChaz/status/1979181428555620825) [@DataChaz](/creator/x/DataChaz) 2025-10-17T13:43Z 140.4K followers, 56.8K engagements


"Google just dropped an ace new course on building real-time voice agents using ADK + Gemini. Youll learn how to build agents that can search call APIs remember context and talk naturally. XXX% free (link in 🧵)"  
[X Link](https://x.com/DataChaz/status/1979826853096595491) [@DataChaz](/creator/x/DataChaz) 2025-10-19T08:27Z 140.4K followers, 9409 engagements


"Retool just went from powerful to mind-blowing. The new Assist feature lets you build full production-ready apps from a single prompt 🤯 Trigger agents connect data and deploy all with enterprise-grade security. Lets dive in 🧵"  
[X Link](https://x.com/DataChaz/status/1976055109865046434) [@DataChaz](/creator/x/DataChaz) 2025-10-08T22:40Z 140.2K followers, 59.1K engagements


"Clippy #ChatGPT's ancestor was brutal 😁"  
[X Link](https://x.com/DataChaz/status/1611747231727501315) [@DataChaz](/creator/x/DataChaz) 2023-01-07T15:30Z 140.3K followers, 71.5K engagements


"🚨 BREAKING: @n8n_io just raised $XXX million at $XXX billion valuation at series C round led by @Accel Not dead yet 😏"  
[X Link](https://x.com/DataChaz/status/1976264313951383887) [@DataChaz](/creator/x/DataChaz) 2025-10-09T12:31Z 140.3K followers, 5723 engagements


"full announcement:"  
[X Link](https://x.com/DataChaz/status/1976264738217594994) [@DataChaz](/creator/x/DataChaz) 2025-10-09T12:33Z 140.3K followers, 1047 engagements


"3/ Hooking up an agent takes seconds in Container Use. The code snippet below hooks up Claude Code but it works just with Cursor Windsurf etc. claude mcp add container-use -- container-use stdio Everything runs isolated in its own Git branch. No Dockerfiles needed 👌"  
[X Link](https://x.com/DataChaz/status/1978772306295128087) [@DataChaz](/creator/x/DataChaz) 2025-10-16T10:37Z 140.4K followers, XXX engagements


"@TribunePop23 @grok is this true"  
[X Link](https://x.com/DataChaz/status/1979841966222557641) [@DataChaz](/creator/x/DataChaz) 2025-10-19T09:28Z 140.3K followers, XX engagements


"When AWS's down but your whole stacks on GCP #AWSDown"  
[X Link](https://x.com/DataChaz/status/1980214494396866766) [@DataChaz](/creator/x/DataChaz) 2025-10-20T10:08Z 140.3K followers, XXX engagements