Ideas, guides & the tools shaping how you build
Clear, student-friendly writing on AI, academic projects and everything in between — straight from the Projiverse team.
Securing the AI Swarm: A Practical Guide to AI Agent Guardrails
How prompt injection, unsafe tools, and excessive permissions put AI agents at risk—and how to build safer workflows, one layer at a time.
Harness Engineering: How AI Checks Before It Answers
A polite AI reply is easy. A reliable answer needs records, tools, permissions, and checks. Follow an order-tracking assistant to see how harness engineering makes the process work.
Jev AI Explained: When Your App Needs a Decision, Not a Conversation
Not every AI task needs a paragraph. Meet Jev, the decision-focused model from TypeSafe AI—and see where it fits alongside LLMs, with everyday examples and an honest cost breakdown.
AI, AGI & GPT‑6 Astra: A Student‑Friendly Guide
GPT‑6 Astra can reason, code, browse and build across a 1M+ token context window — but does that mean AGI has arrived? A clear, jargon‑free breakdown for students.