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⚡ AI Lessons (8958)
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Dev.to · ppcvote
2d ago
Content Cascade Engine: Write One Blog Post, Auto-Generate 5 Social Posts
I built a Content Cascade system that scans for new blog posts every morning at 7 AM, uses a local Ollama model to split them into 3-5 Threads posts — zero API

Dev.to · ppcvote
3d ago
We Gave Our 4 AI Lobsters the World's Smartest Brain — For Free
A 7-star GitHub project + 30 minutes of work = four AI agents upgraded from a 7B local model to Claude Opus 4.6. Cost: $0.

Dev.to · ppcvote
4d ago
78% of Production AI Systems Score F on Prompt Defense — Data from 1,646 Leaked System Prompts
We scanned 1,646 leaked production system prompts. 78.3% scored F. Average: 36/100. Data-driven gap analysis mapped to OWASP Agentic Top 10.

Dev.to · ppcvote
5d ago
Build Your First Personal Website with AI — Zero Experience, Step-by-Step Guide
Using only a browser and Claude's free tier, build a personal website that AI can read and humans love. No software to install, no coding required, completely f

Dev.to · ppcvote
1w ago
We Validated AVS With 816 AI Citations: Score 75 Is the Threshold for Getting Recommended by AI
We sent 155 queries to AI search engines, collected 816 citations, and scanned 721 websites for AI Visibility Score. Finding: 60% of cited sites score B or abov

Dev.to · ppcvote
1w ago
How Do We Prove We Actually Do AI? — Ultra Lab's Technical Transparency Manifesto
In an era where AI marketing buzzwords are everywhere, how does a company prove its AI capabilities are real? Here's Ultra Lab's answer: open architecture, open

Dev.to · ppcvote
1w ago
The Real Fix for AI Tech Debt: Don't Use Less AI — Limit Its Scope
A viral Dev.to article says AI is creating tech debt nobody talks about. We agree — but instead of using less AI, we redesigned our architecture: AI handles con

Dev.to · ppcvote
1w ago
Why Your SaaS Needs AI-Ready Interfaces: Architecture Lessons from Three Products
From Gemini-only to a Multi-LLM fault-tolerant architecture — the pitfalls, lessons, and 7 things you should do right now, validated across three Ultra Lab prod
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