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Xero's Reference field stops returning invoice numbers on July 13 — and reconciliation won't notice

Xero's Reference field stops returning invoice numbers on July 13 — and reconciliation won't notice

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4 min read
I Built an AI That Turns 2 Hours of Compliance Paperwork Into 3 Minutes — Full Architecture Teardown

I Built an AI That Turns 2 Hours of Compliance Paperwork Into 3 Minutes — Full Architecture Teardown

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3 min read
I Looked Under the Hood of a Fintech Backend and Found Debits That Did Not Match Credits

I Looked Under the Hood of a Fintech Backend and Found Debits That Did Not Match Credits

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4 min read
Why This System Looks the Way It Does — Recoverflow's 6-Day Design Journey

Why This System Looks the Way It Does — Recoverflow's 6-Day Design Journey

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13 min read
The Quiet Risk in How Most Banks Store Customer Documents, and How NestJS Handles It Properly

The Quiet Risk in How Most Banks Store Customer Documents, and How NestJS Handles It Properly

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4 min read
Six queries, three runs, every mean 8 — and the fine-tune wasn't why

Six queries, three runs, every mean 8 — and the fine-tune wasn't why

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6 min read
The First Question I Would Ask a Bank Before Using NestJS to Make Sure Their Money Is Always Accounted For

The First Question I Would Ask a Bank Before Using NestJS to Make Sure Their Money Is Always Accounted For

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4 min read
Parsing Arabic PDF Bank Statements: What I Learned Building a Multi-Language Analyzer

Parsing Arabic PDF Bank Statements: What I Learned Building a Multi-Language Analyzer

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3 min read
I built an AI-first bank statement converter. The one rule that stopped it lying to me.

I built an AI-first bank statement converter. The one rule that stopped it lying to me.

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4 min read
A Bank Wanted to Use AI to Approve Loans Faster, Here Is What I Would Build Around It in NestJS

A Bank Wanted to Use AI to Approve Loans Faster, Here Is What I Would Build Around It in NestJS

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4 min read
Why Bank Statement PDFs Are Still a Mess in 2026 (And What We Did About It)

Why Bank Statement PDFs Are Still a Mess in 2026 (And What We Did About It)

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3 min read
The Freelancer Hidden Tax: Multi-Currency Income and Financial Blind Spots

The Freelancer Hidden Tax: Multi-Currency Income and Financial Blind Spots

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2 min read
I analyzed 500+ bank statements. Here's what I found.

I analyzed 500+ bank statements. Here's what I found.

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2 min read
We built an open-source skill that lets AI agents research markets and execute trades

We built an open-source skill that lets AI agents research markets and execute trades

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2 min read
Your budgeting app is lying to you about last month

Your budgeting app is lying to you about last month

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3 min read
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