MACROHARD, the much stronger AI equivalent of that other software company!
SOFTWARE
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Automated CI/CD with AI Improvements
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Imagine running the "make it better" prompt on a loop via Jules that is connected to a full CICD and deploys to prod on PR merge. Full scoop
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Google’s Jules Agent to go fully autonomous
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BREAKING : Google is working on a Fully Autonomous mode for Jules Agent. "Generate and run a plan fully autonomously, including branch publishing, PR creation and merging." No more human in the loop
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ImagineArt Projects Launches Creative Workflow Management Tool
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🚨Big Update: ImagineArt Projects is LIVE!
— Futurepedia – Learn to Leverage AI (@futurepedia_io) 4 octobre 2025
Organize your creative workflow like a pro—manage assets in projects & folders for smarter structure and seamless creation.
Keep your imagination in order.
👉 Try it today!
Swing by https://t.co/JlbLQpmOfx for more tools like this! pic.twitter.com/3p3VtQXc7sBig Update: ImagineArt Projects is LIVE! Organize your creative workflow like a pro—manage assets in projects & folders for smarter structure and seamless creation. Keep your imagination in order. Try it today! Swing by http://
futurepedia.io for more tools like this! -
Negative examples in prompt engineering
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Sixth technique: constraint specification using negative examples.
Don't just say what you want. Say what you don't want. Standard approach: Write a professional email. Anthropic's method: Write a professional email that:
– Is concise (under 150 words)
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Anthropic’s granular role definition technique
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Third technique: role definition goes way deeper than "you are an expert." Anthropic specifies expertise granularly. Weak role definition: You are a software engineer. Anthropic's method: Senior backend engineer with expertise in:
– Distributed systems architecture
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Cloud Platforms Marketing Inflates Simple CRUD Development Costs
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It's not bad software It's great software actually But new devs have been oneshotted by billion dollars of marketing money from platforms as a service to complicate building simple CRUD money so they have to pay $10,000-$100,000 bills for hosting Similar to BigPharma
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Top AI Model Faces API Stability Issues
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I deleted the tweet because I posted it before it was released. And I still believe that since it is still the best model on the planet, so back to work you go, Alex, and make sure the API doesn’t crash every 3 calls.
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VibeKit: Secure Sandbox for Running AI Coding Agents
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Run Gemini CLI, Codex, Grok and Claude Code in a secure sandboxes. VibeKit lets you run AI coding agents in Docker containers with secret redaction and real-time observability baked in. 100% offline, local, and Opensource.
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Cursor AI Token Limits: Smart Summarization Over Extended Context
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The recent @cursor_ai updates to summarize your chat when you hit token limits prove you don't really need a long context, just solid problem-solving. The chat about my project is a long list of related things to solve and doesn't need stop…