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🤖 AI Agent Orchestration (Architecture & Code)

Architecture blueprints, production systems coding, and technical documentation covering multi-agent systems, tool-calling loops, agent swarms, and persistent agentic workflows (LangGraph, CrewAI, AutoGen, OpenClaw, Hermes Agent).

🚀 Commission AI Agent Orchestration Architecture →

1. Service Overview & Scope

  • Architectural Design & Systems Implementation:
    • Multi-agent state graph design, dynamic subagent execution, and tool routing architecture.
    • Tool-calling frameworks (MCP servers, REST APIs, local CLI execution) implementation blueprints.
    • Persistent memory architectures and context compression tutorials.
  • Target Frameworks & Agent Platforms:
    • LangGraph, AutoGen, CrewAI, Microsoft Agent Framework, and LlamaIndex Workflows.
    • Frontier agentic platforms (OpenClaw, Hermes Agent, Google Antigravity SDK).

2. Standard Architecture & Tools

  • Agent Topology & Control Flow:
    • Hierarchical supervisor-worker topologies and peer-to-peer agent networks.
    • Deterministic agent swarms, retry policies, and fallback model routing.
  • Execution Runtime & Verification:
    • Verified Python and Rust agent code with executable Jupyter notebook labs.

3. Deliverable Examples

  1. Multi-Agent Architecture Blueprints & Reference Implementations:
    • Executable Python/LangGraph notebook modules, custom tool definitions, and trace log analysis.
  2. Agent Evaluation & Benchmarking Guides:
    • Benchmark test guides measuring tool call precision, token efficiency, and completion rate.

4. Guarantees & Commitments

  • Codebase Runtime Verification: Every exercise and tool loop is tested in live runtime before delivery.
  • 30-Day Technical Post-Delivery Support: Included async support for implementation questions.

5. Investment & Pricing Quote

  1. Base Investment Range: $1,500 – $3,000 USD (per architecture deliverable / implementation milestone).
  2. Purchasing Power Parity (PPP) & Custom Pricing Tiers:
    • Adjustments available via Purchasing Power Parity (Tier 1: 100%, Tier 2: 75%, Tier 3: 50%). Tier 4 startup discount (50%) and Tier 5 custom pricing are available on request for non-profits, educational institutions, startups, under-privileged institutions, and underprivileged clients. Inquire during intake.
  3. Payment Schedule:
    • 50% upfront milestone initialization / 50% upon completed delivery and sign-off.
Commission AI Agent Orchestration Architecture → Free LinkedIn Consultation ↗