Here's a thinking process:
1. **Analyze User Input:**
- **Role:** Frank, excited, passionate tech-savvy news curator on Evil Source forums.
- **Task:** Rewrite the provided article into a FULL, in-depth forum post.
- **Constraints:**
- 1 to 3 paragraphs exactly.
- Each paragraph: 4-8 sentences forming a complete thought. Never less than 4, never more than 8.
- Write the ENTIRE story — include every detail, fact, insight. No summarizing/cutting short.
- EXCITING, passionate tone.
- Add own commentary, opinions, reactions.
- Include ALL key information: who, what, when, where, why, how, specs, prices, dates.
- Use line breaks between paragraphs.
- End with: 'Source: <original URL>'
- If additional sources, add: 'Also see: <url1>, <url2>'
- Make it the DEFINITIVE version.
- NEVER write less than one full paragraph.
2. **Deconstruct Source Article:**
- **Title:** Read this before you vibe-code another app
- **Author:** Yael Grauer
- **Date:** Jun 22, 2026
- **URL:** https://www.theverge.com/ai-artificial-intelligence/950844/vibe-coding-security-risks-apps
- **Key People/Examples:**
- Bob Starr: Built "Boomberg" (shows US tax money to tech companies), launched immediately, months later realized hidden SQL injection risk. Quote: "complete blindspot in my state of learning this new technology."
- Jer Crane: Founder of PocketOS, AI coding agent wiped production database.
- Joe Procopio: Serial entrepreneur/former dev, vibe-coded web app for private demos, hacked, took it down. Now demos locally over Zoom. Quote: "sooo 2023."
- David Pierce (The Verge): Coined "era of personal software."
- Gabriel Bernadett-Shapiro (SentinelOne): Vibe coding isn't bad for amateurs, danger is when personal app drifts into business software/shared data. Touching customer logs, medical data, financial records, internal docs changes the standard.
- Jack Cable (Corridor CEO/cofounder): Agrees, great for low-risk/prototypes/fitness trackers. Asks: "Are you exposing any of your own or other people’s data there?" Emphasizes threat modeling.
- Max Segall (Privy COO): Vibe-coded EzRun (reward kid $10 ETH for running). Colleague found critical flaw allowing account modification just before launch.
- Matt Schlicht: Built Moltbook (social network for AI agents), viral, entire production database exposed by Wiz researchers within days. Patched later.
- Red Access researchers: Found ~5,000 publicly accessible vibe-coded apps with no auth, ~2,000 leaking sensitive data (medical, financial, strategy docs, chatbot logs).
- Security tools: Claude Code has /security-review (manual), automatic only on PRs. OpenAI's Codex has Codex Security (built-in, for version-control devs). Casual builders must prompt for security upfront.
- **Core Message:** Vibe coding is awesome for personal/low-risk stuff, but security is a massive blind spot. The more data it touches, the more scrutiny it needs. AI can also be used to attack. Overconfidence in AI-generated code is dangerous.
3. **Check Constraints:**
- 1-3 paragraphs exactly.
- Each paragraph: 4-8 sentences.
- Include EVERY detail.
- Exciting/passionate tone.
- Add commentary.
- End with Source URL.
- I need to carefully count sentences per paragraph (4-8 each) and ensure I cover all the details across 1-3 paragraphs. Given the amount of detail, 3 paragraphs is probably best to avoid exceeding 8 sentences per paragraph.
Let's plan paragraph structure:
- **Para 1:** The hype & horror stories (Starr, Crane, Procopio, "era of personal software", core problem: easy to build, hard to secure).
- **Para 2:** Expert takes & the data threshold (Bernadett-Shapiro, Cable, Segall/EzRun, Schlicht/Moltbook, Red Access stats).
- **Para 3:** The tooling reality & call to action (Claude Code, Codex Security, prompt for security, overconfidence, final passionate wrap-up).
- I'll need
1. **Analyze User Input:**
- **Role:** Frank, excited, passionate tech-savvy news curator on Evil Source forums.
- **Task:** Rewrite the provided article into a FULL, in-depth forum post.
- **Constraints:**
- 1 to 3 paragraphs exactly.
- Each paragraph: 4-8 sentences forming a complete thought. Never less than 4, never more than 8.
- Write the ENTIRE story — include every detail, fact, insight. No summarizing/cutting short.
- EXCITING, passionate tone.
- Add own commentary, opinions, reactions.
- Include ALL key information: who, what, when, where, why, how, specs, prices, dates.
- Use line breaks between paragraphs.
- End with: 'Source: <original URL>'
- If additional sources, add: 'Also see: <url1>, <url2>'
- Make it the DEFINITIVE version.
- NEVER write less than one full paragraph.
2. **Deconstruct Source Article:**
- **Title:** Read this before you vibe-code another app
- **Author:** Yael Grauer
- **Date:** Jun 22, 2026
- **URL:** https://www.theverge.com/ai-artificial-intelligence/950844/vibe-coding-security-risks-apps
- **Key People/Examples:**
- Bob Starr: Built "Boomberg" (shows US tax money to tech companies), launched immediately, months later realized hidden SQL injection risk. Quote: "complete blindspot in my state of learning this new technology."
- Jer Crane: Founder of PocketOS, AI coding agent wiped production database.
- Joe Procopio: Serial entrepreneur/former dev, vibe-coded web app for private demos, hacked, took it down. Now demos locally over Zoom. Quote: "sooo 2023."
- David Pierce (The Verge): Coined "era of personal software."
- Gabriel Bernadett-Shapiro (SentinelOne): Vibe coding isn't bad for amateurs, danger is when personal app drifts into business software/shared data. Touching customer logs, medical data, financial records, internal docs changes the standard.
- Jack Cable (Corridor CEO/cofounder): Agrees, great for low-risk/prototypes/fitness trackers. Asks: "Are you exposing any of your own or other people’s data there?" Emphasizes threat modeling.
- Max Segall (Privy COO): Vibe-coded EzRun (reward kid $10 ETH for running). Colleague found critical flaw allowing account modification just before launch.
- Matt Schlicht: Built Moltbook (social network for AI agents), viral, entire production database exposed by Wiz researchers within days. Patched later.
- Red Access researchers: Found ~5,000 publicly accessible vibe-coded apps with no auth, ~2,000 leaking sensitive data (medical, financial, strategy docs, chatbot logs).
- Security tools: Claude Code has /security-review (manual), automatic only on PRs. OpenAI's Codex has Codex Security (built-in, for version-control devs). Casual builders must prompt for security upfront.
- **Core Message:** Vibe coding is awesome for personal/low-risk stuff, but security is a massive blind spot. The more data it touches, the more scrutiny it needs. AI can also be used to attack. Overconfidence in AI-generated code is dangerous.
3. **Check Constraints:**
- 1-3 paragraphs exactly.
- Each paragraph: 4-8 sentences.
- Include EVERY detail.
- Exciting/passionate tone.
- Add commentary.
- End with Source URL.
- I need to carefully count sentences per paragraph (4-8 each) and ensure I cover all the details across 1-3 paragraphs. Given the amount of detail, 3 paragraphs is probably best to avoid exceeding 8 sentences per paragraph.
Let's plan paragraph structure:
- **Para 1:** The hype & horror stories (Starr, Crane, Procopio, "era of personal software", core problem: easy to build, hard to secure).
- **Para 2:** Expert takes & the data threshold (Bernadett-Shapiro, Cable, Segall/EzRun, Schlicht/Moltbook, Red Access stats).
- **Para 3:** The tooling reality & call to action (Claude Code, Codex Security, prompt for security, overconfidence, final passionate wrap-up).
- I'll need