How to Automate Secure Reports with the Presenton API & Local LLMs
Are you tired of manually creating weekly reports and exposing sensitive company data to cloud services? As of…
MLOps & AI Engineering
How to Run NVIDIA’s Nemotron 3 Nano Locally on 24GB RAM
Released on December 15, 2025, NVIDIA’s Nemotron 3 Nano represents a breakthrough in efficient AI model deployment. This…
GPT-5.2 vs. GPT-5.1: Key Upgrades for Developers?
OpenAI has officially launched GPT-5.2 on December 11, 2025, marking a significant upgrade just weeks after releasing GPT-5.1…
How to Deploy Google’s Gemma 3 270M On-Device for Edge AI
As of December 2025, the economics of AI are brutal for many teams: every token you generate in…
How to Build an AI-Native Engineering Team with OpenAI Codex
Engineering teams today face a critical bottleneck: routine tasks like boilerplate coding, testing, and debugging consume up to…
How to Build a LangChain Agent with Filesystem Memory
Struggling with LLM context window limits and skyrocketing token costs in your LangChain agents? As of November 2025,…
Claude Opus 4.5 vs. GPT-5.1: A CTO’s Guide to Coding ROI
In the rapidly evolving landscape of AI development tools, a CTO’s primary challenge is separating marketing hype from…
How to Cut Costs with the Claude Opus 4.5 API Effort Parameter
The release of Anthropic’s Claude Opus 4.5 in November 2025 marked a significant leap forward in AI-driven software…
How to Build an LLM Council for More Reliable AI Answers
This is EVERGREEN CONTENT: a practical guide to designing and implementing an LLM Council. As of November 2025,…
Is Your RAG Over-Engineered? A Guide to Cost and Latency
Your basic Retrieval-Augmented Generation (RAG) system is up and running. It’s pulling context from your knowledge base and…