— Ingenious AI security check.
Key figure: 63% of organizations in IBM's 2025 breach study had no AI governance policy, and 97% of AI-breach victims had no proper AI access controls (IBM, Cost of a Data Breach Report 2025).
The 12-stage path from asyncio to production agents. Answer 12 honest questions — one per stage — and get your current builder level plus the single next stage to attack.
Answer "Yes" only if you could do it today, without a tutorial open.
Anyone can wire an LLM to a tool. Businesses pay for agents they can deploy — which means prompt-injection defense, output filtering, PII redaction, sandboxed tool execution, and audit trails. Security is the gap between a demo and a product, and it's the stage most tutorial-watchers never reach. It's also the entire reason our platforms exist.
Python and async foundations; LLM fundamentals for agents; tool calling and structured outputs; memory and state management; single-agent workflows; multi-agent orchestration; human-in-the-loop systems; evaluation and QA; observability and tracing; security and guardrails; production deployment; open source and portfolio.
Python and async foundations; LLM fundamentals for agents; tool calling and structured outputs; memory and state management; single-agent workflows; multi-agent orchestration; human-in-the-loop systems; evaluation and QA; observability and tracing; security and guardrails; production deployment; open source and portfolio.
No — but you need to be past tutorial-watching. Employers hire builders: people who have shipped working agents. Stages 1-5 make you functional, 6-10 make you professional, 11-12 make you hireable at the top of the market.
Stage 10 of the roadmap: prompt injection defense, output filtering, PII redaction, sandboxed execution, and compliance. Security is what separates a demo from something a business can actually deploy.
Filed under AI Agents 2026 by Ingenious AI — see the related checks above for more in this series.