How We Broke Our First AI App — and What It Taught Us About Model Reliability
OutworkTech’s first Hashnode story on AI debugging, unpredictability & engineering discipline.
Dec 1, 20255 min read12
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Building with Intelligence
AI meets real-world software engineering
Why Small AI Models Might Beat Large Ones (In the Right Context)
Large Language Models (LLMs) dominate the spotlight — billions of parameters, cloud-scale compute, massive training data.But in the real world of telco networks, regulated enterprises, IoT devices, retail systems, and high-speed operational workflows...
Dec 10, 20253 min read14
Teaching AI to Understand Context: A Developer’s Guide to Fine-Tuning
A practical, step-by-step approach to fine-tuning models for real contextual understanding
Dec 15, 20253 min read14
AI Meets APIs: Turning Intelligence into Real-Time Action
From inference to execution in live systems
Dec 23, 20254 min read8