@z5code0 · X

u/Still_Amphibian545 · Reddit

almost launched a side project with my api keys sitting in the repo (a week free gpt 5.6 on us) was about a day from launching a small project when i noticed my openai key was just sitting in a committed file. it had been there for weeks. no idea how i missed it. made me wonder what else was wrong that i couldn't see. turns out for vibecoded stuff it's usually the same handful of things. secrets in the repo, endpoints with no auth, a database with no access rules, no limit on the ex

u/surmado_rachel · Reddit

We built a cheaper code review tool for small teams We've been working on a code review tool for small teams, solo founders, and vibe coders who want a second set of eyes on every PR without paying Claude-level prices. The idea is simple: Surmado's Scout reviews your PRs against your own standards, not random generic lint rules. You add a STANDARDS.MD file, and on every push Scout gives you: What looks good/What needs work/A short reviewer brief so a human knows where to focus/Feedback

@anish2good · X

u/dumbfoundded · Reddit

Ito, AI Code Review that Runs Code I've been using AI code review tools but none of them actually run code so I built one: https://www.ito.ai/ The way it works is that it uses microVMs to spin up your environment with all of the services running. Then a bunch of AI agents go and test the application to collect runtime evidence. The result is you get test cases along with evidence about whether or not the test cases pass or fail. The runtime evidence can be videos, request/response curls, db

@bestaipacks · X

Qa prompt tool Let's you fix bad ai prompts for free, gives you a score and saves your improved versions. Paid account gets more qa reports, access to better models and ability to re run improved prompts on just about any model

@md_shadann · X

@MonkeyCodeAI · X

Claude Code: $2.5B ARR. Cursor: $500M. AI now writes half of all new code. Who's securing it? MonkeyCode is built by Chaitin — a cybersecurity company. 200+ security scan rules run on every AI-generated change.

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