Shubhamsaboo/adk-samples
Jul 2025 – Sep 2025
2 Months active
Languages Used
MarkdownPythonShell
Technical Skills
API IntegrationAgent Development Kit (ADK)LLM AgentsPrompt Injection DefensePythonSecurity
sammalik-lgtm
PROFILE
Sammalik-lgtm
Sam Malik developed security-focused features for the Shubhamsaboo/adk-samples repository, concentrating on safe and reliable LLM agent workflows. He integrated the CaMeL agent into the ADK Samples, designing a framework that separates control and data flows and enforces fine-grained access control to defend against prompt injection. Using Python and system design principles, Sam introduced architecture components such as QLLM, CaMeLInterpreter, and LoopAgent to enable secure task execution. He also delivered safety guardrail plugins, including Gemini as a Judge and Model Armor, which filter user messages and model responses, enhancing session integrity and preventing harmful content within LLM interactions.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
2Total
Bugs
0
Commits
2
Features
2
Lines of code
10,594
Activity Months2
Your Network
4201 people
Work History
September 2025
1 Commits • 1 Features
Sep 1, 2025September 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.
1 Commits • 1 Features
Sep 1, 2025September 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
July 2025
1 Commits • 1 Features
Jul 1, 2025July 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
1 Commits • 1 Features
Jul 1, 2025July 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)).
Activity
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Quality Metrics
Correctness90.0%
Maintainability85.0%
Architecture95.0%
Performance75.0%
AI Usage50.0%
Skills & Technologies
Programming Languages
MarkdownPythonShell
Technical Skills
API IntegrationAgent Development Kit (ADK)Backend DevelopmentGoogle Cloud PlatformLLM AgentsPrompt Injection DefensePythonSecuritySystem Design
Repositories Contributed To
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