
Over a two-month period, contributed to the Shubhamsaboo/adk-samples repository by developing security-focused features for large language model agents. Built and integrated the CaMeL agent, establishing a framework that separates control and data flows to defend against prompt injection and enforce fine-grained access control. Designed architecture components such as QLLM, CaMeLInterpreter, PLLM, and LoopAgent to enable secure, reliable task execution. Later, delivered safety guardrail plugins—Gemini as a Judge and Model Armor—to filter user messages and model responses, preventing harmful content and session poisoning. Work utilized Python, system design, and plugin architecture to enhance model safety and governance.
September 2025 monthly summary for developer work on repository Shubhamsaboo/adk-samples, focusing on feature delivery and safety guardrails that improve model safety and user session integrity.
September 2025 monthly summary for developer work on repository Shubhamsaboo/adk-samples, focusing on feature delivery and safety guardrails that improve model safety and user session integrity.
July 2025 highlights: Delivered security-first CaMeL agent integration into the ADK Samples repository, establishing a framework to safeguard LLM interactions by separating control and data flows and enforcing fine-grained access control. Implemented architecture components (QLLM, CaMeLInterpreter, PLLM, LoopAgent) to enable reliable, secure task execution and to defend against prompt injection. The change is captured in commit 5987a9e02d17e979b5ae9847ebf3c38a2126ad20 (Add CaMeL agent into ADK Samples (#222)).
July 2025 highlights: Delivered security-first CaMeL agent integration into the ADK Samples repository, establishing a framework to safeguard LLM interactions by separating control and data flows and enforcing fine-grained access control. Implemented architecture components (QLLM, CaMeLInterpreter, PLLM, LoopAgent) to enable reliable, secure task execution and to defend against prompt injection. The change is captured in commit 5987a9e02d17e979b5ae9847ebf3c38a2126ad20 (Add CaMeL agent into ADK Samples (#222)).

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