I will audit and harden your n8n ai agent or API workflow

C
clawapps
C
clawapps
Onur K

About this gig

AI automation can work in a demo and fail with real data, retries, rate limits, integrations, and human decisions.


I audit and harden n8n, Make, AI-agent, webhook, API, CRM, database, and voice-AI workflows. I find duplicates, silent failures, missing retries, weak state, race conditions, brittle integrations, unclear permissions, high API/LLM costs, and missing human escalation.


Evidence-led, I map data and state, trace failure paths, prioritize risk, and implement bounded package fixes. I validate idempotency, webhooks, logging, observability, error handling, and handoff documentation.


I build and operate customized agent infrastructure using the open-source Nous Research Hermes Agent runtime. Across its operating history: 1000+ scheduler entries, 5000+ scheduled LLM-backed jobs, 99+ configured MCP servers, and 50+ integrated capabilities, with persistent state, human checkpoints, observability, and fail-closed controls.


You receive a clear report, tested changes when included, and handoff notes. Full rebuilds, 24/7 monitoring, vendor fees, and guarantees are outside scope.


Send sanitized exports, screenshots, logs, and constraints. Never s

Get to know Onur K

Onur K

AI Automation and Agent Systems Engineer n8n APIs MCP Voice AI

  • FromUnited States
  • Member sinceMay 2026
  • Avg. response time1 hour
  • Languages

    English, Turkish
AI automation and agent-systems engineer focused on reliable workflows, APIs, persistent state, and human handoffs. Builder of KAVI/Hermes, a multi-agent runtime with 152 scheduler entries, 25 scheduled LLM-backed jobs, 10 configured MCP servers, observability, human checkpoints, and canary/rollback-aware controls. I work across n8n, Make, REST APIs, webhooks, Python, FastAPI/Flask, Supabase/PostgreSQL, RAG, MCP, Twilio, ElevenLabs, CRM automation, and workflow architecture. Hands-on with generative AI since 2022. Also 10+ years in customer-facing sales, hospitality, and operations.

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