I will audit your ai agent code and architecture for production readiness

A
aturner707
A
aturner707
Aaron Turner
audit your ai agent code and architecture for production readiness
Full Screen
audit your ai agent code and architecture for production readiness
Full Screen
Full Screen
audit your ai agent code and architecture for production readinessaudit your ai agent code and architecture for production readinessaudit your ai agent code and architecture for production readiness

About this gig

Your AI agent works in demos but you're not sure it'll hold up in production. I'll audit your code, prompts, tool design, and architecture, then tell you exactly what to fix.



WHAT YOU GET


Code-level review: prompt construction, tool schemas, error handling, retries, observability


Architecture review: agent boundaries, memory, state management, model choice


Written report with prioritized recommendations (P0 ship-blockers vs P2 polish)


Premium tier: refactor roadmap plus 30-min review call



WHO I'M FOR


Founders, indie devs, and small teams shipping LangChain, LlamaIndex, OpenAI Agents, or custom agent loops. I've built multi-agent systems with 25+ skills, persistent memory, MCP tools, and live model routing across Claude, GPT, and Bedrock.



WHO I'M NOT FOR


Make-my-chatbot-smarter requests with no code. This is a technical audit.



WHAT I NEED FROM YOU


GitHub repo access (private fine) or zip of the code, plus 2-3 sentences on what the agent does and where it is breaking.



I respond to messages within 4 hours during US business hours.

  • Model expertise

    • Custom model development
    • Generative AI

  • Industry

    • Cyber security
    • Data analytics
    • Financial services
    • Marketing & advertising

  • Programming language

    • JavaScript
    • Python
    • TypeScript
    • PyTorch
    • Tensorflow

  • Language

    • English

  • Technical expertise

    • Natural language processing (NLP)
    • Reinforcement learning (Decision-making systems)
    • Algorithm development and optimization
    • AI ethics and bias mitigation

Get to know Aaron Turner

Aaron Turner

AI Agent Developer

  • FromUnited States
  • Member sinceApr 2026
  • Avg. response time1 hour

  • Languages

    English
I build multi-agent AI systems for founders and operators — research agents, personal AI assistants, and the brains behind autonomous platforms. Recent work: ADA, a personal AI with 25+ skills and persistent memory, and Catalyst, an autonomous futures-trading platform with a 28-brain decision fleet. I prototype fast, instrument what I ship, and deliver working systems — not slides. Secondary expertise: PineScript strategy development (trained directly by a professional futures trader) and dashboard and web design.

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