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Context Is Code: A Tour of APM and AgentRC

Author: Soham Dasgupta Original post on Foojay: Read More Table of Contents 1. The problem: agent context drifts2. The idea: what if agent context had a package.json?3. The 3 strong guarantees Portable by manifest Secure by default Governed by policy 4. What an APM package can contain5. The five commands you’ll actually use6. One manifest, every harness7. Plugins and marketplaces: …

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Tiberius: A Security Testing Framework for LLM Applications in Java

Author: Iryna Dohndorf Original post on Foojay: Read More Table of Contents The ProblemWhat Tiberius Does1. Fixture-Based Regression Testing2. Guardrail Validation Against Real Attack Data3. Probabilistic Security ContractsAttack Coverage4. Bias Testing5. Model FingerprintingIntegrationThe Case for Shared Attack DatasetsSecurity Testing as a First-Class Engineering ConcernGetting StartedAcknowledgementsReferences Tiberius: A Security Testing Framework for LLM Applications in Java How do you write a …

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MongoDB as a Vector Database for AI Agents-MongoDB

Author: Aasawari Sahasrabuddhe Original post on Foojay: Read More Table of Contents Why should you use MongoDB for building AI agents?Understanding AI agentsBuilding a multi-agent application with MongoDB Step 1: Creating a vector search index Step 2: Creating the Trip Step 3: Induce a disruption Step 4: Replanning  Step 5: The Memory agents make use of vector search. Step 6: …

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