01
Prompt injection is the new SQL injection
Why every founder shipping an LLM feature needs to understand injection this week — and the 5 attack vectors you can audit in under an hour.
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02
EU AI Act: what changed in 2026 and what your US startup should still care about
The high-risk vs. GPAI classification matrix, the 3 things you must put on your product page, and the one loophole founders misuse.
03
How a Series A SaaS lost $40K/week to a jailbroken support bot
Anonymized case study: how a single prompt-injection vector in a RAG chatbot turned a refund flow into an open wallet. The 4-line fix.
04
The 6 guardrails I'm deploying in every AI production app in 2026
Input validation, output filtering, retrieval filtering, rate limiting, content moderation, evals — concrete stack, costs <$200/mo.
05
AI agents in production: 3 architectural mistakes that get you owned
Why "trust the model" is your worst assumption when you ship an agentic loop, and the audit checklist before you press deploy.
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