Many backend issues aren't caused by webhooks themselves.
They're caused by assumptions around event delivery, ordering, retries, and validation.
When auditing applications, some of the most common issues we find include duplicate event processing, missing logging, and workflows that assume events always arrive in the correct sequence.
Reliable systems are designed for imperfect conditions, not perfect ones.
Comment "WEBHOOK" if you'd like the checklist we use when reviewing webhook implementations.
An automated n8n workflow that receives incoming leads via webhook, validates them, qualifies them with AI (Google Gemini), scores them, and syncs the result to Airtable without creating duplicates.
Been freelancing on Contra and building a tool for freelancers at the same time lol.
It's called ProposalForge. You give it a client brief and your rate and it drafts the proposal, and I use it on my own drafts too.
It's live now and free to try (3 proposals, no card). The video shows a free checker I made along the way that marks the phrases that make a proposal sound like ChatGPT. No sign-in: proposalforge.site/check
I'm trying to see where people actually get stuck. What part of writing a proposal takes you the longest? The opening, scoping and pricing, or just getting started?
clean layout, the story cards read well. does the admin side have drafts and scheduled posts? that's usually the first thing people ask for once they start writing regularly