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Giving Agents Tools Safely: Permissions, Limits and Approvals
How to design agent tools with least privilege, spending caps, confirmation steps and audit logs so a mistake stays small and reversible.
7 min read
ProAny assistantPrompt Injection Explained: The Attack Every AI Builder Should Know
What prompt injection is, how it hits chatbots and agents through documents and web pages, and layered defenses that reduce the risk.
6 min read
ProAny assistantMembersDebugging a Looping or Failing AI Agent
A step-by-step method for finding out why an agent repeats itself, picks the wrong tool, gives up or makes things up, using logs and small experiments.
7 min read
ProAny assistantMembersEvaluating AI Agents with Test Sets and Rubrics
Stop guessing whether your agent got better. Build a small test set, write a scoring rubric, and compare changes with evidence instead of impressions.
7 min read
ProAny assistantMembersRAG for Engineers - Chunking, Embeddings and Evaluating Retrieval
The practical decisions in a retrieval pipeline: how to chunk, which embedding choices matter, hybrid search, and how to measure retrieval separately from answers.
8 min read
ProAny assistantMembersDefending Against Prompt Injection in Your AI Apps
There is no single fix for prompt injection, but layered defenses work. Learn the practical controls: privilege limits, approvals, isolation and testing.
7 min read