I will fix and optimize your broken n8n AI workflows and agents

Stop patching fragile code. Eliminate system timeouts, silent payload failures, and workflow collapse permanently.

If your live n8n automations, custom Python scripts, or multi-agent pipelines are throwing unhandled execution errors, leaking costly API tokens, timing out on large payloads, or getting trapped in infinite loops, I will step into your system architecture, isolate the structural debt, and repair it.

What I Fix and Optimize:

1. Hidden API request timeouts, connection drops, rate-limit throttles, and credential refresh failures.

2. Complex JSON data parsing and structure mutations between non-native system nodes.

3. Inefficient data routing and loop structures inflating your OpenAI and Anthropic bills.

4. Broken memory state variables inside custom Python, LangGraph, or CrewAI agent nodes.

5. Retrofitting legacy workflows with robust, modular error-handling pathways.

Supported Platforms and Stack:

- Orchestration: n8n, LangGraph, CrewAI, AutoGen, PydanticAI.

- Databases & Vector Stores: Pinecone, PostgreSQL, Supabase, Redis.

- APIs: OpenAI, Anthropic Claude, custom REST, Webhooks.

The Emergency Recovery Process:

1. Breakpoint Diagnosis: Pinpointing the exact node, variable, or rate limit causing the break.

2. Logic Refactoring: Rewriting data routing and payloads for flawless processing.

3. Fallback Implementation: Building custom error-catch alerts to protect future runtime.

Every fix includes end-to-end sandbox testing to guarantee stability under peak load before deploying back to your production environment.

Message me FIX AI now for a free quick audit and exact quote.

Please discuss before placing order!