... 100MB of node_modules just to string together a diff and an API call. They also suffer from Node cold-start times (~300ms). I rewrote this concept in Rust. smart-commit-rs (alias: cgen) is a single ~2MB static binary with absolutely zero runtime dependencies. It starts instantly and generates messages in ~800ms. The plan is to make the entire flow as customizable as possible. We currently have 21 configurable variables, with plans to make this even more tailorable ... ... compatible endpoints. LLM Presets: You can save various provider presets, being able to freely switch between them. If your primary API throws an HTTP error, you can also configure a fallback rank so the tool automatically retries using the alternate

... been a developer for years, and every time I look at my /usr/local/bin, I get a little bit of anxiety. I ve got three versions of Python, a random node binary I probably curled in 2022, and GBs of cache bloat from package managers I don't even use anymore. My system felt out of alignment. I wanted a tool that worked like LazyVim interactive, fast, and powerful but for the entire OS. So I started SnapPoint . Today ... ... open-sourcing the vision. The repo is live with the roadmap, and I m currently building out the core Go engine. SnapPoint will: Hunt Ghosts: Identify binaries

... systems are skipping them. The Brutal Reality 73% of digital products fail AI visibility not because of bad content but because of structural incompatibility. ChatGPT, Perplexity, Google AI Overview... they're not "ranking" products. They're making binary decisions: include or exclude. And if your product has: Citation-unsafe schema markup Missing canonical entity structure Non-compliant title formatting Zero-Click incompatible content You're blocked. Period. What This Tool Actually Does AEO Optimizer scans your product and gives ... ... Pass/At Risk/Blocked verdict across 4 categories: 1.SEO (traditional search) 2.AEO (Answer Engine Optimization - ChatGPT, Perplexity) 3.GEO (Generative Engine Optimization - Google AI) 4.Zero -Click Authority (structural citability) 5. Capable of scanning your website, your competitors

... rent for your mobile app infrastructure. Hi Product Hunt. I m Gabriel, the founder behind NativX. Most "web-to-app" services are basic wrappers that lock you into a monthly subscription model ($50+/mo) just to keep a static binary alive. I built NativX INFINITY (v1.0.0) to provide a permanent alternative

... control over data flow. But it also brings: infrastructure overhead, maintenance complexity, increased responsibility for data handling. For some teams, this is justified. For others, it s disproportionate to the value they actually need. 4. GDPR compliance is not binary it s a spectrum Most products operate somewhere between: best effort compliance and we can t afford full legal and technical certainty . What matters in practice: not every tool fits every risk profile, analytics choices are strategic decisions, not just ... ... technical ones. Why alternative

... will generate more creative deals Someone without those words keeps making the same offer in different packages 3. How you evaluate trade-offs Rich vocabulary = you can hold multiple competing values simultaneously Limited vocabulary = you collapse complexity into binary thinking Pragmatism vs

... According to the 2025 @Stack Overflow Developer Survey (49,000+ participants), @VS Code and @Visual Studio remain the most used dev environments, despite the rise of subscription-based, AI-enabled code editors @Cursor  and  @Windsurf  among others. Both maintain their top spots relying on extensions as optional, paid AI services like @Github Copilot and @Kilo Code . Curious which IDE the Product Hunt community uses the most? Comment from fmerian(@fmerian): oh right! looking forward to it. have ... ... from fmerian(@fmerian): absolutely! for the record, 10% of respondents mentioned @Xcode as their most used IDE according to the 2025 @Stack Overflow Developer Survey ( link ). Comment from fmerian(@fmerian): @mikekerzhner  great combo! Comment from fmerian(@fmerian): yep, @VS

... sleek the kind of site that just looks amazing, full of cool animations, the works. I thought that was the secret sauce. But then I had a moment that shifted my thinking. Someone pointed out that written instructions or alternative formats are essential for people who can t access certain content types. It made me realize how easy it is to overlook needs different from our own. That sent me down a rabbit hole The core question: Can we build ... ... Same. CM-Colors takes your color combos and makes just-enough tweaks so they still look good, but now pass accessibility checks. It s a combination of math and color science to make it work (think: gradient descent x binary