Workflows

Scrape Dynamic Websites Without Puppeteer: Infinite Scroll Playbook

Scrape JavaScript-heavy directories without Puppeteer by finding network APIs, pagination cursors, GraphQL calls, lazy-load signals, and safe fallback rules.

4 months ago

Salesforce to PostgreSQL via n8n: No-Duplicate Sync Blueprint

A production blueprint for syncing Salesforce to PostgreSQL with n8n: upserts, pagination, schema mapping, incremental sync, idempotency, and recovery.

5 months ago

Removing Emojis and Special Characters in Python: Cleaning Dirty Data

Quick Fix — Python Data Cleaning Pipeline The 3-Step Solution: 1. Use emoji.replace_emoji() to strip Unicode symbols. 2. Use unidecode…

6 months ago

Pausing Workflows via Slack Buttons: The “Manager Approval” Loop

TL;DR — Pausing Workflows for Slack Approvals The 2026 Engineering Verdict: Effective "Human-in-the-Loop" (HITL) automation requires a Suspended State architecture,…

6 months ago

Automating Tier 1 Support: Building an AI Chatbot that Actually Helps

If you want an AI support chatbot that doesn’t hallucinate policies, invent refunds, or confidently give the wrong instructions, here’s…

7 months ago

S2S Tracking Architecture: Server-Side Attribution Guide

A practical S2S tracking architecture guide for server-side attribution, click IDs, postbacks, deduplication, consent, affiliate programs, and ad-blocker-resistant measurement.

8 months ago

Predictive Lead Scoring Without a Data Science Team

Build predictive lead scoring without a data science team using ICP rules, enrichment, CRM history, LLM scoring, validation, routing, and…

8 months ago

Make.com Enterprise Automation: Governance, Security and Error Handling

A practical Make.com enterprise automation guide covering governance, roles, scenario ownership, security boundaries, error handling, observability, and rollout controls.

8 months ago

Sales Handover Automation: Sheet-to-CRM Workflow Guide

A practical sales handover automation guide for moving leads from spreadsheets and forms into CRM with validation, enrichment, routing, ownership,…

8 months ago

AIOps for Business Observability: Practical Workflow Guide

A practical AIOps workflow for business observability, connecting telemetry, incidents, customer journeys, revenue impact, and automated remediation.

9 months ago