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Experimental Agents

Research documents and specifications for building production-grade AI agents using the Claude Agent SDK.

GitHub

Project Highlights

1

Deep Agent Playbook

Comprehensive guides covering infrastructure orchestration, automated safety guardrails, and implementation strategies for production agents.

2

Enterprise Ready

Detailed specifications for rigorous workflows including SOC 2 Compliance Verification, Vendor Onboarding, and AWS Cloud Cost Optimization.

3

Healthcare & Finance

Specialized agent specs for handling ABHA Health Records and Personal Accounting.

About the project

Instead of building full applications from scratch, this repository focuses on the foundational layer of deep AI workflows — the specifications. It contains detailed research documents, playbooks, and architectural specifications for building production-grade "Deep Agents" using the Claude Agent SDK.

It serves as a comprehensive reference for designing complex agentic systems. It covers critical areas like infrastructure orchestration, system prompts, automated safety guardrails, precise tool definitions, and multi-step reasoning capabilities. This "specs-first" approach is incredibly useful because it allows developers to validate complex architectures, compliance requirements, and business logic before writing a single line of application code.

The repository includes specialized playbooks covering a wide variety of enterprise and personal use cases, including highly localized workflows such as Indian Statutory Compliance Calendars, Vendor Onboarding, and ABHA Health Record validation.

Customize this for your use case? Please reach out to hello@appgambit.com

Key Features

  • ✓
    Deep Agent Playbook: Comprehensive guides covering infrastructure orchestration, automated safety guardrails, and implementation strategies for production agents.
  • ✓
    Enterprise Ready: Detailed specifications for rigorous workflows including SOC 2 Compliance Verification, Vendor Onboarding, and AWS Cloud Cost Optimization.
  • ✓
    Healthcare & Finance: Specialized agent specs for handling ABHA Health Records and Personal Accounting.
  • ✓
    Localized Contexts: Unique use cases specifically tailored for rigorous geographic operational constraints.
  • ✓
    Claude SDK Patterns: Deeply optimized reference documentation customized for the Claude Agent SDK, focusing on resilient tool execution and robust state management.

Tech Stack

Claude CodeClaude Agent SDKMarkdownSystem Architecture
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