Insights & Intelligence

Damclan's latest thinking on AI, Engineering, and the Future of Tech.

Damclan Bytes

QUICK TAKES

Damclan Tech TeamJan 24, 2026

RAG vs Fine-Tuning: The Enterprise Verdict

RAG (Retrieval-Augmented Generation) is solving the hallucination problem faster than fine-tuning ever could. For 90% of enterprise use cases, connecting an LLM to your own vector database is the winning strategy.

GenAI RAG

Damclan ResearchJan 22, 2026

The Agentic Workflow Revolution

The future isn't just Chatbots; it's Autonomous Agents. We're moving from 'Ask and Receive' to 'Goal and Execute'. Agents that can browse, code, and deploy are the next industrial revolution.

Agents Automation

Damclan EngineeringJan 20, 2026

Data Hygiene: The Silent Killer of AI Projects

Data hygiene is the unsung hero of AI success. You can have the best model in the world (GPT-5, Gemini Ultra), but if your data lake is a swamp, you'll get swampy results. Clean your data first.

Data BestPractices

Damclan Tech TeamJan 18, 2026

The Case for Open Source AI

Why are we bullish on Open Source AI? Llama 3 and Mistral are proving that you don't need a massive closed API bill to get state-of-the-art reasoning. Privacy-first, local AI is coming to the enterprise.

OpenSource LLMs

Damclan DesignJan 15, 2026

Generative UI: Beyond Static Screens

UX for AI is still in its infancy. We need to move beyond the 'Streaming Text' interface. Generative UI that builds itself based on user intent is the next frontier of frontend development.

Design UserExp

Damclan StrategyJan 10, 2026

Vertical AI: The End of General SaaS

The 'Co-pilot' era is just a stepping stone. The 'Auto-pilot' era for specific verticals (Law, Medicine, Supply Chain) will define the next decade of SaaS. Specialized models > General models for business.

SaaS Strategy

Deep Dive Articles

May 10, 2025

How AI is Transforming Modern Businesses

Discover how AI and ML are helping companies make smarter decisions and automate operations.

April 28, 2025

Top 5 DevOps Practices in 2025

From CI/CD pipelines to Infrastructure as Code, here’s what’s leading the way.

April 15, 2025

Design Systems: Why Every Team Needs One

A deep dive into how design systems bring consistency and speed to product development.