I built an AI IDE where the AI tries to hack its own code here's how the swarm works
The article discusses the creation of Rogue Studio, an AI IDE designed to identify and fix vulnerabilities in its own code. Unlike traditional AI coding tools, Rogue Studio employs a dual-agent system where one agent writes code while the other audits it for security flaws. This innovative approach aims to enhance AI-assisted security by allowing the AI to actively challenge and improve its own output.
- ▪Rogue Studio is an open-source AI IDE that focuses on identifying and fixing vulnerabilities in code.
- ▪It utilizes a dual-agent system where one agent writes code and the other audits it for security flaws.
- ▪The tool features an Air-Gap mode to ensure that code remains local and does not leave the user's machine.
DEV.to (Top) files mainly under programming. We currently carry 4,924 of its stories.
Story provenance
Source · retrieval · rights · ranking — open for full record
inspect →
Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | DEV.to (Top) |
| Canonical URL | https://dev.to/malgatyuvraj/i-built-an-ai-ide-where-the-ai-tries-to-hack-its-own-code-heres-how-the-swarm-works-28a5 |
| Publication time | Sun, 24 May 2026 12:48:50 +0000 |
| Retrieval time | 2026-05-24T13:07:32.531Z |
| Last seen | 2026-05-24T13:07:32.531Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | LgGtZH054CM8 |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
try { if(localStorage) { let currentUser = localStorage.getItem('current_user'); if (currentUser) { currentUser = JSON.parse(currentUser); if (currentUser.id === 3948320) { document.getElementById('article-show-container').classList.add('current-user-is-article-author'); } } } } catch (e) { console.error(e); } YUVRAJ Posted on May 24 I built an AI IDE where the AI tries to hack its own code here's how the swarm works #cybersecurity #webdev #ai #opensource Most AI coding tools are built to assist you. Rogue Studio is built to attack you — specifically, to attack the code it just wrote for you, find every vulnerability, and force itself to fix them before you ever see the output.
…
Excerpt limited to ~120 words for fair-use compliance. The full article is at DEV.to (Top).
Discussion
0 commentsMore from DEV.to (Top)
