The latest articles on DEV Community by Frank Anya (@frankanya_dev). https://dev.to/frankanya_dev https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4111142%2F17ed5364-ab7b-479c-bfb9-040eb74c2822.jpg https://dev.to/frankanya_dev en Frank Anya Sat, 05 Sep 2026 13:14:04 +0000 https://dev.to/frankanya_dev/i-built-forge-a-real-time-context-aware-ai-copywriting-engine-with-nextjs-server-sent-events-32jl https://dev.to/frankanya_dev/i-built-forge-a-real-time-context-aware-ai-copywriting-engine-with-nextjs-server-sent-events-32jl <p>Hey DEV Community!</p> <p>I wanted to share Forge, an AI-powered copywriting and content studio designed to solve one of the biggest problems with generic LLM generation: lack of context and out-of-date information.</p> <p>Most AI copywriters spit out robotic, recognizable text because they lack target audience context, dynamic tone awareness, and live domain data. I built Forge to bridge that gap.</p> <h1> 🚀 What Forge Does </h1> <p>Dynamic Voice &amp; Tone Cloning: Switch between high-converting presets (like YC-style crisp messaging) or clone custom brand voices.</p> <p>Real-Time Web Research: Integrated live web scanning to bring real domain facts into generations instead of hallucinating.</p> <p>Multi-Channel Conversion Assets: Generates landing page copy, pitch decks, cold email sequences, and social media posts instantly.</p> <p>Fast Exporting: Built-in clean PDF and shareable exports for teams and clients.</p> <h1> 🛠️ The Tech Stack </h1> <p>Frontend: Next.js (App Router), React, Tailwind CSS</p> <p>Streaming Engine: Server-Sent Events (SSE) for sub-500ms initial token latency</p> <p>Backend Framework: FastAPI &amp; Express for multi-agent execution</p> <p>Payments &amp; Billing: Dual global payment setup via Stripe and Paystack</p> <h1> 💡 What I Learned Building This </h1> <ol> <li>Streaming UX is King: When dealing with long-form copy generation, low latency and real-time streaming tokens drastically improve perceived UI speed.</li> <li>Context &gt; Model Size: Giving a smaller or faster LLM precise live search context and structured prompt constraints produces far better copy than feeding a massive model a generic prompt.</li> </ol> <p>I’d love to hear your thoughts, feedback, or suggestions on the feature set!</p> <p>👉 Check it out live: <a href="https://forge-green-five.vercel.app/" rel="noopener noreferrer">https://forge-green-five.vercel.app/</a></p> ai webdev showdev nextjs