
TokenSpend
Track AI coding costs attributed to pull requests, teams, and organizations.
haseebejaz · HN
TokenSpend, the AI ROI Solution
The full gallery
Tech stack
60 projects

Track AI coding costs attributed to pull requests, teams, and organizations.
haseebejaz · HN
TokenSpend, the AI ROI Solution

Connect a GitHub repo to automatically detect user flows, visualize code structure, and identify where users get stuck.
u/freestyle_gonzo · Reddit
Vibe coding made building fast. It didn't make understanding easy. Something changed in the last year. Vibe coding (or agentic engineering if you ask some) made writing an app fast. Week-to-weekend fast. More people are building software than ever before, and I think that's a genuinely good thing. But fast building creates a new bottleneck. Writing code is no longer the hard part. Understanding what you built and its nuances is. A huge share of people shipping right now have never analyzed

Run multiple coding agents on a shared canvas with automatic file conflict prevention.
moss_ab_mirande_ney · Product Hunt
Murmell Cloud canvas where your team and AI agents works together

Practice debugging real code across multiple languages with an AI coach that guides without giving answers.
u/ApprehensiveCall406 · Reddit
Project helping new graduates prepare for AI Assisted Interviews A lot of big tech companies have started adopting an interview style where students debug code and are allowed to use AI to help with this process. This interview is to figure out how the applicant uses AI within their coding process. There isn’t much to prepare for this format of interview so I created a platform to this. Any feedback is appreciated! https://aicodingprep.com/ submitted by /u/ApprehensiveCall406

Store and share prompts, rules, and context that AI tools like Claude Code, Cursor, and ChatGPT can access via MCP.
@vibexp_io · X
Your plan is now code. Claude Code Dynamic Workflows fan out up to 1,000 subagents, 16 at once, each in its own context, verifying until the results converge. Built for big bug hunts, migrations and audits. Source:

Convert code repositories and pull requests into interactive educational tours, quizzes, exams, and flashcards.
@vilfred_sikker · X
free signups!

Describe self-correcting coding workflows in plain English and run them until tests pass.
forgeapp

Visual node-based programming environment for creating GPIO logic and MQTT workflows on ESP32 devices.
@NodeESP · X
- Project for sale

API to extract tables and structured data from documents for AI agents.
g418572664 · V2EX
做了一个文档解析与记忆工具,专门辅助给传统行业做 AI 落地的老哥 现在 AI+的工作还挺常见的,就像大佬们说的,“所有行业的产品可能都会用 AI 重新做一遍”。最常见的就是各种 agent ,说要用 AI 赋能传统行业啥的,代替人类专家去处理海量的复杂资料、进行深度分析并做出决策。 举个例子,金融行业的“智能审计与尽调 Agent”。 过去,银行或投资机构想要给一家企业贷款或投资,需要人类审计师去读几十份、每份几百页的招股书和财务报表。现在虽然有了 AI ,但把文件一股脑全丢给它是不现实的,且不说烧 token 的问题,这些文档里有无数的跨行、跨列单元格表格,普通工具一拉,表格数据全串行了。如果 AI 把“第一季度利润”和“第二季度支出”的信息碎在一块,那得出的财务分析就完蛋了。 所以,现在要真想开发出一个能干活,还确保正确率的 agent ,就需要一个专业的、AI-native 的解析工具,把复杂的表结构和章节层级完整还原出来。我做的工具 Knowhere 就是干这个的: https://knowhereto.ai/?utm_source=v2ex 它能把复

@Sarakhan49309 here's mine: just launched a tool for quick code reviews at https://t.co/Lu18dpXbOj. check it out!
@salisedesign · X
here's mine: just launched a tool for quick code reviews at check it out!

Scans code diffs for security secrets and code quality issues.
@RepoMend02 · X
Vibe-coded your MVP in a weekend? Cute. RepoMend reads every diff and hunts the secrets your AI forgot to redact. The auditor the AI forgot to build.

Compare AI coding models on real tasks with live previews, cost tracking, and ELO rankings.
@intheworldofai · X
On the World of AI Bench (vibe-coding composite): Claude Fable 5 → 85.2 GPT-5.6-sol → 82.4 kimi-k3 → 81.5 Moonshot’s K3 just walked in and claimed bronze on one of the toughest coding-focused leaderboards out there.