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Notes from the workshop floor.

How we teach, what we are building, and the automation patterns that keep earning money for builders in Nigeria. Written by the people running the cycles.

Fix·8 November 2026·6 min read

N8n execution limit reached, quick recovery playbook

A step by step playbook to recover when an n8n execution limit reached error blocks production, without immediately upgrading your plan.

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Fix·7 November 2026·7 min read

Fix context window full error fast

Recover from the context window full error and stop conversations breaking by pruning and summarizing chat memory automatically.

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Fix·6 November 2026·6 min read

Claude Code sends your email? Reproduce and fix

Reproduce the leak in minutes, apply prompt and network mitigations, and verify logs so Claude Code stops sending your email to external sites.

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Fix·5 November 2026·6 min read

Retry from the failed node n8n, prevent duplicates

Practical checklist and ready-to-copy n8n patterns to prevent duplicate external effects when you retry from the failed node n8n.

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Fix·4 November 2026·6 min read

Fix n8n http request node returns 401 when uploading to Telegram

A concise troubleshooting playbook to fix n8n HTTP uploads to Telegram that return 401 Unauthorized, with exact node settings and header checks you can apply now.

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Fix·3 November 2026·6 min read

Fix when ChatGPT stops mid response

A practical runbook to diagnose why ChatGPT stops mid response, capture partial output, and automate safe retries with n8n, Make.com or Zapier.

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Fix·2 November 2026·6 min read

OpenAI shared usage limits: an immediate team playbook

A hands on playbook to stop shared OpenAI allowance outages and keep automations running.

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Fix·1 November 2026·6 min read

N8n polling trigger stops, heartbeat and watchdog fix

Stop silent failures: add a heartbeat ping and a watchdog workflow to detect and restart a polling trigger in n8n automatically.

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Fix·31 October 2026·6 min read

Codex permissions suddenly missing? Restore access fast

Step by step fixes to restore Codex access and get your automations running again in n8n, Make.com and Zapier.

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Fix·30 October 2026·6 min read

Fix whatsapp business cloud connection stuck on Make.com

A practical checklist to fix a whatsapp business cloud connection stuck in Make.com, covering App/BM verification, Graph API scopes, tokens, phone vs page confusion and Make OAuth pitfalls.

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Fix·29 October 2026·7 min read

Claim OpenAI API Credits ChatGPT Pro Guide

Step by step: claim the up to $500 credits from ChatGPT Pro or Business, confirm they appear on your OpenAI billing, test with a small API call, and connect them to n8n, Make.com or Zapier.

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Fix·28 October 2026·7 min read

Fix ChatGPT browser access fails in Work

A step by step checklist to restore ChatGPT browser access in a Work workspace, including extension site access, admin policy checks and a one-click re-enable flow.

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Fix·27 October 2026·6 min read

Automate food delivery order notifications with n8n

A tested n8n workflow to ingest delivery webhooks, dedupe orders, map fields, send WhatsApp/Telegram/SMS with retries and log to Google Sheets.

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Fix·26 October 2026·6 min read

Fix n8n chat trigger failed to receive response

Follow this checklist to find whether credentials, MCP/tool mismatch, streaming mode, request size or timeouts cause the error and reproduce it safely.

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Fix·25 October 2026·6 min read

Fix self hosted n8n locked out on Railway

Step by step recovery for a self hosted n8n locked out on Railway, using Postgres updates or quick SMTP setup to regain the owner account and restore access.

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Fix·24 October 2026·6 min read

How to Send WhatsApp Notification from Make.com or n8n

Step by step guide to send WhatsApp notifications reliably from Make.com or n8n using WhatsApp Cloud API or Twilio, with settings, templates and troubleshooting.

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Fix·23 October 2026·6 min read

Images API flags romantic kissing, Fix

Practical steps to reproduce and unblock pipelines when the images API flags romantic kissing as sexual content.

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Fix·22 October 2026·6 min read

Fix n8n nodes handling data stream issues

Hands-on fixes and node patterns to stop data loss when n8n nodes handling data stream fail, including binary mode, temp files, SplitInBatches and Nginx tweaks.

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Fix·21 October 2026·6 min read

Fix chat memory full locks conversations fast

Practical steps to unstick chats when a chat memory full state locks conversations and how to prevent it from happening again.

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Fix·20 October 2026·7 min read

Make.com outreach automation debug checklist

A practical checklist to debug Make.com outreach funnels that fail silently between webhook, Iterator and CRM modules.

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Fix·19 October 2026·6 min read

Fix n8n schedule trigger timezone issues

A clear, practical guide to get your n8n Schedule Trigger firing at the right local time across all deployment types.

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Fix·18 October 2026·6 min read

N8n MirrorFly video conferencing guide

A practical, importable n8n workflow plus tested MirrorFly auth, webhook and reconnection steps to get audio and video conferencing working reliably.

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Fix·17 October 2026·6 min read

N8n access token usage metadata: extract & log

Extract the token usage object from LLM responses, normalise prompt, completion and total tokens, compute per-request cost, and pass the fields downstream in n8n.

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Fix·16 October 2026·7 min read

Fix model not found error chat in ChatGPT

A concise step by step guide to diagnose and fix the model not found error chat so you can restore access to chat models in UI and API.

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Fix·15 October 2026·6 min read

Fix OpenAI http 520 post v1 responses errors

If POST /v1/responses returns persistent HTTP 520 Cloudflare errors when using Sign in with ChatGPT tokens, follow this checklist to reproduce, diagnose headers and tokens, and apply reliable workarounds.

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Fix·14 October 2026·6 min read

N8n oauth2 refresh token: production-ready refresh pattern

A production-tested recipe to stop n8n workflows failing when OAuth2 access tokens expire, using a refresh manager workflow, HTTP Request and a secure token store.

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Fix·13 October 2026·6 min read

Selected model is at capacity: developer fixes

A developer guide to detect and recover when OpenAI returns Selected model is at capacity, including backoff code, circuit-breaker rules and no-code snippets for n8n, Make.com and Zapier.

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Fix·12 October 2026·6 min read

ChatGPT not showing responses, step-by-step fix

A practical checklist to fix ChatGPT web when it shows blank replies or "this response couldn t load", with client fixes, model checks, and the exact logs to include in a bug report.

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Fix·11 October 2026·6 min read

N8n workflow runs twice: practical fixes

Concrete, copy-paste idempotency patterns to stop duplicate side effects when your n8n workflow runs twice.

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Fix·10 October 2026·6 min read

N8n alert when workflow fails

A simple 3-node n8n workflow collects error webhooks and sends a notification. This guide gives the no-credentials workflow, setup steps for self-hosted and cloud, and scaling tips to stop alert storms.

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Fix·9 October 2026·6 min read

ChatGPT copy paste broken, reliable fixes and a no-code bypass

If ChatGPT copy-paste is broken, this guide fixes browser and extension causes and shows a no-code n8n/Make webhook bookmarklet to capture chats automatically.

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Fix·8 October 2026·6 min read

Fix google sheets oauth error in n8n

A tested checklist that fixes the google sheets oauth error by creating a proper Google Cloud OAuth client, adding the exact redirect URI that n8n expects, enabling Sheets and Drive APIs, and re-authenticating to get a refresh token.

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Fix·7 October 2026·6 min read

Fix n8n webhook not receiving data

Follow this focused checklist to find why your webhook shows no incoming data, why the workflow is not triggering, and how to recover queued executions fast.

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Inside AN·6 min read

Why we built Automate Naija

Nigeria does not have an automation skills problem. It has a proof problem, an isolation problem and a distribution problem. Here is what we decided to build about it.

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Product·5 min read

How the Automation Arena works

Every challenge is a real business problem on a real deadline. What a cycle looks like from the inside, how XP works, and what you walk away with.

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Tutorial·8 min read

Your first n8n workflow: answering WhatsApp leads automatically

A walk-through of the smallest automation that still earns money: capture the lead, qualify it with AI, store it, and alert a human when it matters.

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New posts land in the community first

Join the free community to get the drafts, the workflow files and the challenge announcements before they show up here.