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Engineering for Integrity in the Age of Hallucinating Models: An AI-Powered Exam...
AI works great in demos, but small inconsistencies break real systems. In this project, we built an AI-powered exam platform and a...
How Senior Engineers Actually Make Architecture Decisions
Senior engineers don't find perfect answers, they use specific habits to make good decisions fast.
The Architectural Migration: Equipping Autonomous Software with Programmable Mon...
Legacy payment infrastructure was built for humans, not software. When autonomous agents need to pay for compute, APIs, or cloud s...
Why Server-to-Server Tracking Replaced Pixels — And What Breaks When You Get It...
S2S (postback) tracking replaces browser-dependent pixels with direct server-to-server HTTP calls for conversion attribution. The...
I Watched Our AI Pipeline Silently Fail While Kubernetes Said Everything Was Fin...
CPU is the wrong signal for LLM workloads. When inference requests queue up, GPU workers saturate and latency spikes — but CPU sta...
How to Teach the LLM to Think With Your Data
This approach misses the real strength of LLMs. Instead of exposing raw RAG output, we should feed the retrieval knowledge back in...
The End of Coding as We Know It
AI will not replace software engineers, but developers who use AI coding agents effectively may outpace those who do not.
How We Lost 9 Months to Invisible Architecture Decay (And Fixed It in 3)
Architecture Decision Degradation (ADD) is the slow breakdown of system design caused by stacking “correct” decisions over time. I...
The "No-Code" Scaling Paradox: Why Your Frankenstein Architecture Will Eventuall...
No-code tools are great for MVPs, but they become a liability at scale. This article explores the technical wall of API latency, v...
How to Build Secure & Compressed Microservices in Symfony
Microservices have become the gold standard for building scalable, decoupled applications. But as your system grows, so does the c...
Data-Driven Architecture: Patterns for Production
What it is, why it scales—and how to run it in production with clear lineage and observability.
FogAI Part 3: The Knowledge Extraction Layer (Why Using an LLM for NER is Archit...
FogAi uses a Bi-Encoder Architecture to split the encoding process down the middle. It uses a single Python wrapper to execute MNN...
