BLOGS

Gartner projects over 40% of agentic AI projects will be cancelled by 2027 due to costs, unclear value, or inadequate risk controls. The lifecycle discipline described here separates survivors from...

Ollama runs on llama.cpp. The comparison is about wrapper overhead, not competing engines.  Performance gap is 8–14%. Llama.cpp: 95 tok/s vs Ollama: 82 tok/s on RTX 5090 with Llama 3 8B.  Context...

2025 has been heralded as the year of agents. Beyond the hype, building applications that integrate agents is becoming a widely useful skill. But most content online is fragmented, outdated, or...

Machine learning is transforming how businesses operate. From predictive analytics that forecast customer behaviour to recommendation engines that drive revenue, the potential is enormous. Yet many...

A model can achieve 99% accuracy in a notebook and still fail in production. The problem is rarely the algorithm — it is missing data pipelines, deployment infrastructure, and monitoring. Choosing...