You will get a clear automation rescue audit with root cause and fix plan
Project details
You will get a focused automation rescue audit for a workflow, API integration, or n8n/Slack/GitHub automation that is failing, unreliable, or hard to operate.
I trace the failure path, review the logs/config you provide, and separate the real blocker from symptoms. The output is a practical 2–4 page PDF report: root cause, evidence, risk level, and a prioritized fix plan with effort estimates.
If the fix is small and obvious, I include the patch or exact change to make. If the issue needs a rebuild or deeper access, I tell you before the scope grows.
I trace the failure path, review the logs/config you provide, and separate the real blocker from symptoms. The output is a practical 2–4 page PDF report: root cause, evidence, risk level, and a prioritized fix plan with effort estimates.
If the fix is small and obvious, I include the patch or exact change to make. If the issue needs a rebuild or deeper access, I tell you before the scope grows.
Programming Languages
JavaScript, PythonCoding Expertise
Performance Optimization, SecurityWhat's included $250
These options are included with the project scope.
$250
- Delivery Time 2 days
- Number of Revisions 0
- Number of Pages Mined/Scraped 1
- Number of Sources Mined/Scraped 1
- Test Script
- Task Automation
About Antti
AI Automation Engineer | FastAPI, n8n, Playwright
Helsinki, Finland - 3:24 am local time
Most of my work is in Python/FastAPI, API integrations, Playwright browser automation, n8n workflows, Slack/GitHub automations, and LLM/agent pipelines.
Good fits:
• Turning an AI prototype into a working internal tool
• Connecting APIs, webhooks, auth, queues, and databases
• Fixing brittle automations that fail on real accounts or real data
• Building browser automation for QA, data extraction, or repetitive web workflows
• Adding logging, retries, approvals, and handoff docs so the system can be operated after delivery
I work best when you can show me the current workflow, the failure mode, or the manual process you want removed. I'll inspect it, find the blocker, build the smallest working version, and verify it with real output.
If your workflow is broken, slow, or half-built, send me the goal and what currently happens. I'll tell you the fastest path to a reliable version.
Steps for completing your project
After purchasing the project, send requirements so Antti can start the project.
Delivery time starts when Antti receives requirements from you.
Antti works on your project following the steps below.
Revisions may occur after the delivery date.
Trace the failure path
I reproduce the issue where possible, review logs/config, and identify the smallest likely cause.
Prioritize the fixes
I separate urgent blockers from nice-to-have improvements and estimate the practical fix effort.