How I built 4-layer prompt injection defense for an AI that reads your email
SlopWeaver's AI agent has access to your inbox, chat, and documents. That makes prompt injection a real threat, not a theoretical one. Here is how I defend against it.
Notes on building SlopWeaver, working with AI tools, and managing context across too many apps.
SlopWeaver's AI agent has access to your inbox, chat, and documents. That makes prompt injection a real threat, not a theoretical one. Here is how I defend against it.
A data-driven narrative of SlopWeaver's acceptance rate climbing from 45% to 82% over 30 days, with anecdotes about what the AI learned at each stage.
Every AI tool claims it learns your style. None can prove it. Here's what falsifiable claims look like in AI products, and why SlopWeaver built a dashboard to keep itself honest.
The morning routine of checking Gmail, Slack, Linear, Calendar, Drive, and Notion before real work starts. What if one tool could triage them all?
How a plain markdown folder made Claude Code usable for day-to-day work, and later became the prototype for SlopWeaver.