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Alex VanceMay 22, 2026 • 2 min read
Code is Cheap, Accuracy is Luxury: Why I Refused to Use LLMs for a 38,000 Ticker Engine
In an era where AI agents generate code for pennies, the real value shifts from "execution" to "veri...
#architecture#typescript#nextjs#fintech
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Alex Vance3d ago • 3 min read
Prompt is Not Runtime: Why I Rejected LLM State-Machines for Deterministic FinTech
Projections require math, not probabilistic heuristics. Why I chose strictly deterministic TypeScrip...
#nextjs#typescript#architecture#fintech
5 1
Matthieu DavidMay 22, 2026 • 5 min read
The hardest part of building a no-code backtester wasn't the backtest. It was the export.
Two backtest engines will never agree by default. I learned that the slow way. I build a no-code...
#trading#python#webdev#fintech
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arun rajkumar2d ago • 5 min read
Your Payment API Wasn't Built for AI Agents. Open Banking Might Be the Fix.
Stripe just shipped an Agentic Commerce Suite. PayPal launched Agent Ready. Visa predicts millions o...
#ai#fintech#webdev#programming
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Mahmut Gündüzalp5d ago • 7 min read
Turkish E-commerce: Why Local POS Integration Beats Stripe (Most of the Time)
After 18 months running 200+ Turkish e-commerce sites in production, we learned why Stripe doesn't f...
#ecommerce#php#payments#fintech
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Ajay Devineni4d ago • 3 min read
Why Your AI Agent Monitoring is Wrong (And How to Fix It)
As I discussed in my SLO Design article, traditional reliability metrics fail for agentic AI systems...
#ai#sre#devops#fintech
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jhabindra pandey4d ago • 2 min read
Retry logic, Kafka consumer lag, and the hidden failure pattern that Kubernetes won’t catch
Retries are one of those features that almost every distributed system eventually gets. Downstream....
#java#microservices#springboot#fintech
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Rodion Larin2d ago • 10 min read
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.....
#architecture#fintech#laravel#websocket
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Paulo Victor Leite Lima Gomes6d ago • 6 min read
Agent payments are the new cloud bill footgun
Once AI agents can spend money, cost control becomes runtime safety, not monthly finance reporting.
#ai#cloud#devops#fintech
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Alex Delov6d ago • 4 min read
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:...
#mlops#backend#opensource#fintech
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Matthieu DavidMay 22, 2026 • 4 min read
Your backtest is lying to you: 6 ways future data leaks in
If you have ever built a strategy with a gorgeous equity curve that fell apart the moment you traded...
#trading#python#machinelearning#fintech
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Nicholas Winston1d ago • 16 min read
Real-World Recommendation Systems in Fintech: Moving Beyond Collaborative Filtering
Why the standard ML playbook breaks in financial services - and a practical architecture for...
#fintech#ai#python
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sharkflow ltd6d ago • 3 min read
Trading Bot (QUANT ELITE) — devto
{ "title": "Building a Forex Trading Bot for Kenya's Gold Market: The Technical Architecture...
#africa#startup#tech#fintech
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Stuart Watkins1d ago • 6 min read
We spent 6 months feeding our compliance data to a major cloud AI. Here's what we got back.
Engineering post-mortem on building compliance workflows on top of generic cloud AI services, the co...
#fintech#compliance#automation
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sharkflow ltd2d ago • 3 min read
MpesaBooks — devto
{ "title": "How to Track M-Pesa Transactions for Business: The Technical Architecture Behind...
#africa#startup#tech#fintech
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Printo Tom6d ago • 2 min read
XMLPayments — The Hidden Backbone of Modern Financial Orchestration
Introduction When people talk about fintech innovation, they usually highlight APIs, JSON,...
#xml#fintech#dotnet#github
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Victory Lucky5d ago • 7 min read
How Agentic AI Is Changing Cross-Border Payments (and What It Means for Developers)
For most of the last decade, AI in payments meant one thing: fraud detection. A model sitting...
#ai#fintech#afriex#agents
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sharkflow ltd1d ago • 3 min read
SharkFlow Legal — devto
{ "title": "Online Legal Advice Kenya Free: How SharkFlow Legal Works Under the Hood", ...
#africa#startup#tech#fintech
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sharkflow ltdMay 22, 2026 • 3 min read
SharkFlow CFA — devto
{ "title": "XAUUSD Trading Signals Kenya: Complete Guide for African Developers & Traders", ....
#africa#startup#tech#fintech
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SpurMay 22, 2026 • 4 min read
Why AI Agents Need Their Own Corporate Cards
Every week, someone in a Slack channel for AI builders posts a variation of the same story: "Our...
#ai#fintech#agentai#startup
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Printo Tom6d ago • 2 min read
Designing the Future of Payments — Why XML Still Matters in the Age of APIs
Introduction In the fast‑moving world of fintech, APIs have become the poster child for...
#xml#fintech#api#github
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sharkflow ltd3d ago • 3 min read
ReserveFlow — devto
{ "title": "Book Hotel Online Kenya: How ReserveFlow's AI Powers Africa's Hotel Booking Layer", ....
#africa#startup#tech#fintech
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Muhammad Zeeshan FarooqMay 22, 2026 • 1 min read
How I Built Real-Time Banking APIs with 99.9% Uptime
Building real-time banking APIs is not just about writing code — it's about building trust. In...
#node#fintech#banking#api
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Victory Lucky4d ago • 7 min read
Afriex vs Flutterwave vs Paystack: Which One Should You Use for Payouts and Disbursements?
If you are building something that collects payments from customers, Paystack and Flutterwave are...
#afriex#crossborder#fintech#stripe
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