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    Works with the AI tools you already use

    CClaude CodeCCursorCCodex CLIGGitHub CopilotGGemini CLIVVS CodeWWindsurf+15 more

    ai Agent Production Hardening Kit

    1

    Transform fragile AI prototypes into resilient, enterprise-ready production agents with professional hardening tools.

    $19

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    See it in action

    You say

    We're moving our customer support agent to production. It's built on LangGraph. I need a production hardening plan to prevent runaway costs and handle API timeouts.

    Your agent does

    Production Hardening Plan: Support Agent (LangGraph)

    1. Cost Guardrails: Implement token-limit middleware and a "max-recursion" depth of 5 for loops.
    2. Resilience: Add Exponential Backoff with Jitter for OpenAI API calls.
    3. Recovery: Define a 'human-in-the-loop' handoff state for 4xx errors.

    What you get

    Design self-healing error recovery architectures for autonomous loopsImplement cost-control guardrails and token-usage monitoring patternsBuild automated evaluation loops for regression testing agent performanceDefine safety guardrails to prevent hallucination and prompt injectionArchitect skill routing systems for complex multi-agent workflows

    About this skill

    Getting an AI agent to demo is easy. Getting it to survive real users isn't. This skill walks every production risk: prompt injection attack surfaces, jailbreak patterns, tool-call blast radius, hallucination failure modes, retry and circuit-breaker logic, observability hooks, and graceful degradation paths. Returns a threat model specific to your agent architecture, a guardrail specification ready to implement, and a production readiness scorecard you can actually ship against. Whether you're hardening a customer-facing agent or an autonomous pipeline, this is the pre-launch checklist you can't afford to skip.

    security
    ai-safety
    agent-frameworks
    reliability

    How to install

    Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.

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