AI Engineer · October 31, 2026

Database tools for agents: constrain queries and enforce access before results leave

Database tools for agents: constrain queries and enforce access before results leave video thumbnail
Why it matters

Jeff Smith describes exposing established parameterized reports through discovery and execution tools, with arbitrary SQL disabled where appropriate. This narrows query-generation errors but still leaves report-selection mistakes. He also separates read-only access from permission to read particular records and places enforcement in the database. Performance-tuning advice uses a separate environment rather than unrestricted production changes.

My takeaway: Offer a small set of reviewed report tools with documented inputs and example questions. Test wrong-report selection and invalid parameters as well as correct answers. Map authenticated user roles to database access and verify that unauthorized rows never reach agent context, including through alternate tools. Use a suitable isolated or read-only environment for diagnostics and require review before applying changes.
Keep exploring

More curated notes connected through Agent Security and AI Engineering.

OWASP GenAI Security Project · guide

OWASP Top 10 for Agentic Applications for 2026

OWASP's community guide organizes agentic-system risk into ten categories, including goal hijacking, tool misuse, identity and privilege abuse, memory poisoning, insecure inter-agent communication, cascading failures, and rogue-agent behavior. It provides a shared taxonomy and mitigation starting point rather than a certification checklist or evidence that a deployed system is secure.

OECD.AI Wonk · guide

A five-step roadmap to closing the AI evaluation gap

The roadmap addresses evaluation results that overstate real-world performance or fail to transfer across deployment contexts. Its five steps balance standardized and local tests, evaluate throughout the lifecycle, build qualified assurance and communication capacity, tailor tests to each value-chain actor and technology, and use a coordinated, trusted process for updating methods.

OWASP GenAI Security Project · tool

FinBot CTF Is Live: A Hands-On Companion to the OWASP GenAI Security Project

OWASP FinBot is a hands-on agentic-security CTF built around a simulated multi-agent financial-services platform with real tool access. Its challenges cover prompt injection, tool misuse, policy bypass, data exfiltration, privilege escalation, remote code execution, shared context, and compromised MCP servers.