apoorvumang · HN

TokenPath – token-level citations for LLM output, read from attention

@Santosh80847922 · X

Check out what I just built with Lovable!

logphase · HN

I've always struggled to hold a large PR in my head. AI-assisted coding has made it worse. Especially when dozens of files are modified, it became harder to understand what changed: distinguishing important changes from trivial ones and identifying if regressions were introduced. I was also tired of switching between file and method to build the whole picture in my head — I wanted all the context at the point of the function I was reviewing. I guess I'm just more of a visual person. I realized t

@jozef_x1 · X

🚨 I Vibe Coded F0ur (4) different versions of @coreyganim's "Ai Audit" Funnel, which is your favourite? VERSION #3:

Kaih1825 · HN

Hi HN, I'm the author of this project. I built this because I wanted my handwritten notes to truly belong to me—free to be migrated to other apps instead of being locked inside the proprietary Goodnotes ecosystem. To be honest, I have absolutely no background in reverse engineering or binary file parsing. I built this almost entirely through "vibe coding" (using LLMs as my pair programmers—mainly Gemini Pro/Flash, and occasionally Claude Sonnet). My ultimate goal is to unlock .goodnotes files so

@hey_stephmurray · X

Built to let professionals keep and collect the proof of how they work. A resume is just a claim. RepVera is verified proof of how you show up, written by those who were there.

arshita_sharma · Product Hunt

CitedSpy Track your brand in ChatGPT, Claude, Perplexity and More

@JacobGorAI · X

花了大约 3 天，用 Claude 把 做完上线了。 这次的UI 完全放开让 Claude 自己决策，结果审美完全在线，说实话还是挺让我惊喜的。 产品 idea 来自我自己的痛点。我手上跑着几个 AI 产品，每次上新品前都要做同一件事：翻竞品的外链、Wayback 快照、Reddit老帖，拼凑出它们冷启动的路径。每次都要烧掉几个小时，而 SEO 工具从来不回答这个问题。 Tracetify 把这个过程自动化了：贴一个竞品 URL，聚合 12 个公开数据源，还原出带时间线的冷启动路径，每条结论都挂着带日期的原始出处。 竞品调研从几小时压到 2 分钟，省下的精力全部投回产品本身。

@AuditBuffet · X

Have you heard that users are supposed to be able to delete their account and download their data? A bunch of places require that. A bunch of vibe coded apps never added the button. We check if your AI skipped it.

@BayofDomain · X

@Showcase_app1 · X

Building Showcase: turns a résumé into an editable, evidence-first portfolio for final-year students and new grads. AI-assisted drafts, nothing invented. Build/edit/preview free; live publishing is Pro.