Building Correct Payment Infrastructure: Webhooks, Reconciliation, and Records
Payments code has a strange property: most of it is boring, and the boring parts are exactly where money goes missing. Webhook handlers, money arithme…
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Identity Verification Platform Development: Solving the Hard Engineering Problems
Identity Verification Platform Development: Solving the Hard Engineering Problems Building a KYC product sounds simple until you actually build one. U…
Extending a Live Institutional Trading Platform Without Breaking It
The most dangerous move on a regulated fintech system? Assuming you understand it before you actually do. Rule number 1 in development: never assume a…
There's No Good Programmatic Source for African Macro Data — So I Built One
If you've ever tried to get structured, current, programmatically accessible macroeconomic data for African countries, you've hit the same wall. Bloom…
Building a Financial Risk Intelligence Agent That Learns from Every Investigation
Enhancing Fraud Investigations Through Memory-Powered AI Agents Traditional fraud detection systems are excellent at identifying suspicious transactio…
Hidden Coupling in Distributed Financial Systems: Dependencies You Didn't Know You Had
Abstract Distributed financial systems are described through explicit interfaces. Services call APIs, consume events, write to databases, submit trans…
Navigating the AI world order as a Java Dev - 1.0.0
(Inserts background music. Into the Spider-Verse: Only one Spiderman, theme in Spotify) Alright, let's do this one more time! This is Abhishek, and I …
Why I'm Building Decision Systems Instead of Prediction Systems
Most software projects focus on producing outputs. Most AI projects focus on producing predictions. But real organizations don't operate on outputs or…
Real-World Recommendation Systems in Fintech: Moving Beyond Collaborative Filtering
Why the standard ML playbook breaks in financial services - and a practical architecture for recommendation engines that actually survive production. …
We spent 6 months feeding our compliance data to a major cloud AI. Here's what we got back.
TL;DR: We built our first generation of compliance tooling on top of one of the big three cloud AI platforms. We fed it our screening data, our edge c…
The Hard Part of Building a Realtime Binary Options Platform Was Not the Chart
From 2018 to 2024 I designed and implemented a production-deployed realtime binary options trading platform as the sole architect and full-stack engin…
llm-nano-vm v0.8.0 — deterministic FSM runtime for LLM pipelines, now with output validation and per-step timeouts
PyPI: pip install llm-nano-vm GitHub: http://github.com/Ale007XD/nano_vm MCP gateway: http://github.com/Ale007XD/nano-vm-mcp I've been building a dete…
Human Operators in Distributed Financial Systems: When People Become Part of the Architecture
Abstract Distributed financial systems are often modeled as autonomous infrastructures governed by deterministic logic, cryptographic guarantees, and …
From Webhooks to x402: A Practical Migration Guide for Developers
Asynchronous Trust and Its Hidden Costs Webhooks are a liability for financial infrastructure. Separating action from settlement introduces real fragi…
10 RAG Architecture Mistakes Fintechs Make in Their First Production Deployment
This article was originally published on JustSoftLab Insights . We've shipped RAG systems for regulated fintech clients across the past two years — fr…
Migrating Financial Data to the Cloud Without Losing Lineage or Regulators' Trust
When a financial services team decides to move data to the cloud, the conversation usually starts with infrastructure. Which cloud provider. What the …
From a For-Loop to a Fault-Tolerant Payout System (₹70L/month, 0 Duplicate Payments)
How we moved from a fragile loop-based payout system to a reliable, idempotent, and traceable architecture. Paying Money Is Easy. Paying It Correctly …