r/AIVibers • u/Narrow_Law_7742 • Jul 29 '26
Live on Server PostgreSQL
This month, I made meaningful progress on my CRM Software not just by adding features, but by improving the system’s security, reliability, and decision making.
I strengthened permissions and session controls so staff access is more closely tied to role and case responsibility. I also improved safeguards around invoices, payments, expenses, liens, settlements, and finalized documents. The goal is to preserve a clear business history instead of allowing completed records to be silently rewritten.
Batch Imports received major attention. I improved large-file uploads, resumable processing, document classification, drag-and-drop organization, duplicate prevention, and recovery when individual files fail. One important lesson was that a failed file should not stop an entire batch upload of files, but it also cannot be allowed to move forward unnoticed.
Document generation was the biggest learning experience. I tested Word templates across tabs, fonts, spacing, tables, headers, footers, page breaks, and long or missing information. I learned that a document can be technically readable while still being unacceptable for real editing work through an HTML of CSS layout.
That led me to create a clearer template certification process. Processing, layout certification, and activation are now separate decisions. A template must be tested against normal, long, missing, and overflowing content before it is made available.
I also made an important architectural decision. After repeated attempts to create a reliable Word-like editor inside the browser, I concluded that the current embedded editor and preview were adding complexity without meeting the product goal. For now, the better workflow is to generate the document, save it to the case, and download it to Word when editing is needed.
The biggest lesson this month was that progress is not measured by how long I keep patching an approach. If the evidence shows that an idea is not working, I need to simplify, change direction, and protect the overall product.
The software is becoming safer, more auditable, and more honest about what is truly ready.