Prompt Injection in RAG Apps Starts With a Soup Problem. Bulkhead v0.2.0 Is the Separator
RAG apps have a default vulnerability. User query, retrieved web content, and system instructions all land in the same prompt. […]
AI Guides
AI Guides
AI Guides
Flat 1% Conversion Is the SaaS Default. Here’s the 50-Point Checklist That Also Rewrites Your Page
Flat 1%. That’s where most SaaS landing pages sit, and most builders never figure out why. A builder in r/PromptEngineering
AI Guides
Turn Your AI Into a Geopolitics Simulator That Tracks Real Summits and Triggers Random Coups
Someone on r/PromptEngineering built a massive geopolitics game prompt. Pick a leader, run a nation, survive as long as you
AI Guides
This 5-Question Session Seed Fixes AI Drift Before It Even Starts
Before your next AI session, spend 30 seconds answering 5 short questions. You’ll spend the rest of the session actually
AI Guides
One Letter in Any Prompt Framework Does 70% of the Heavy Lifting
TL;DR: If your prompts produce different results every run, your Objective line is broken. Fix it before you touch anything
AI Guides
Every Prompt Optimizer Rewrites Your Task. This New Skill Doesn’t.
A new Claude Skill shipped this week. It’s called PromptShift. The whole premise is that it tries to improve your
AI Guides
Yesterday Someone Built a Prompt That Audits Code Like a 7-Person Engineering Panel
Yesterday a developer on Reddit dropped a prompt that reframes what AI code review actually does. Standard AI reviews catch
AI Guides
Stop Expecting NotebookLM to Do Everything. Here’s the Stack That Works.
Everybody does this. You find an AI tool that’s genuinely great at something, then slowly pile on more expectations until
AI Guides
After Six Months, Someone Finally Built a File Guard for Your AI Coding Sessions
A developer just shipped something the AI coding world quietly needed. The project is called Phylax. It’s an open-source platform