# Unslop: The Developer Tool That Removes AI Polish From Your Writing You've been there. You paste your resume into Claude or ChatGPT for a quick grammar check, and it comes back sounding like a corporate press release written by a motivational speaker. Your straightforward "Built a React dashboard" becomes "Spearheaded the development of a cutting-edge, user-centric React-based visualization platform that empowered stakeholders." That's AI slop — and a frustrated developer just built a tool to fight back. ## The Problem: When AI Makes You Sound Fake The creator of **unslop** ran into this exact issue while updating their resume. After asking Claude to help refine the document, the result was technically perfect but completely unusable. Every bullet point dripped with buzzwords. Every sentence felt like it was written by a LinkedIn influencer having a very enthusiastic day. The problem isn't unique to resumes. Developers using AI assistants for documentation, commit messages, pull request descriptions, or even casual Slack messages are hitting the same wall. LLMs are trained on vast amounts of internet text — including mountains of marketing copy, corporate communications, and SEO-optimized content. When they generate text, they often default to that same inflated, enthusiasm-heavy style. It's not that the AI is wrong. It's that it's *too polished*. Too corporate. Too "Dear hiring manager, I am writing to express my enthusiastic interest." For developers who value directness and clarity, this is a dealbreaker. You don't want your technical writing to sound like it was ghostwritten by a salesperson. ## What Unslop Does Rather than manually de-buzzwording every AI-generated sentence, the developer built **unslop** — an open-source tool designed to strip out the corporate veneer and restore a more natural, human tone. While the full technical implementation details aren't public yet (the project is fresh), the core concept is straightforward: identify and remove the telltale signs of AI over-optimization. That means: - **Deflating superlatives**: "cutting-edge" → "new", "spearheaded" → "built", "robust" → "reliable" - **Removing filler phrases**: "I am pleased to announce", "It is worth noting that", "In order to" - **Simplifying structure**: Breaking up run-on sentences that cram three ideas into one - **Toning down enthusiasm**: Replacing exclamation points and intensifiers with period-ending declarative sentences The goal isn't to remove AI assistance entirely — it's to keep the grammar fixes and clarity improvements while ditching the fake corporate voice. Think of it as a reverse tone adjuster. Instead of "make this sound more professional," it's "make this sound like a human actually wrote it." ## Why Developers Need This The rise of AI coding assistants has been overwhelmingly positive for productivity. Tools like Claude Code, GitHub Copilot, and Cursor have made developers faster and more effective. But there's a growing tension between *using* AI and *sounding* like AI. Consider these scenarios: **Documentation**: You use an LLM to draft API docs, but the result sounds like a SaaS landing page instead of technical reference material. Engineers reading it can *tell* it's AI-generated, which hurts credibility. **Pull requests**: You ask Claude to help write a PR description, and it turns your three-line summary into a novel with "comprehensive refactoring" and "seamless integration." Your teammates roll their eyes. **Job applications**: You clean up typos in your resume with ChatGPT, but now you sound like every other AI-optimized application in the pile. Recruiters are getting wise to the pattern. The irony is that AI tools are *good* at grammar, structure, and clarity. The problem is the style layer they wrap around it. Unslop lets you keep the good parts and strip the bad. ## The Bigger Picture: AI Slop Is Everywhere This tool arrives at a moment when "AI slop" has become a recognized problem across the internet. SEO-optimized blog posts, auto-generated product descriptions, and ChatGPT-flavored social media posts are flooding the web. Google's search results are increasingly polluted with content that *sounds* authoritative but is just regurgitated LLM output. Developers — who value signal over noise — are particularly allergic to this trend. The Hacker News crowd has been vocal about content that "sounds like ChatGPT wrote it." GitHub README files are starting to show the same patterns: overly formal, keyword-stuffed, enthusiasm-drenched. Unslop is a small countermeasure, but it points to a larger need: tools that help us use AI *without* sounding like AI. The future of developer tooling isn't just "make AI write more" — it's "make AI write like *me*." ## Try It Yourself If you've ever cringed at your own AI-assisted writing, unslop is worth checking out. It's open source (details available on Dev.to and likely GitHub), and it's built by a developer who clearly shares your frustration. The best part? It's solving a problem that's only going to get worse. As AI writing tools become ubiquitous, the ability to strip out the corporate veneer and restore authentic voice will be a genuine competitive advantage — whether you're applying for jobs, writing docs, or just trying to sound like yourself in Slack. Because at the end of the day, you don't want to "spearhead the implementation of innovative solutions." You just want to build cool stuff and explain it clearly. Unslop gets that.