← Home
04

Writing

01
May 28, 20269 min read

AI Won't Replace Humans Until We Stop Counting Tokens

An opinion: as long as intelligence is metered — by tokens, by energy, by invoices — AI remains a rationed tool, not a replacement for people. The real future begins the day we stop counting.

02
Feb 10, 202612 min read

Building Production RAG Pipelines: Lessons from the Trenches

What actually breaks when you take Retrieval-Augmented Generation from a weekend demo to a production system — chunking, retrieval quality, evaluation, and the unglamorous plumbing in between.

03
Nov 18, 202511 min read

MCP in Practice: Connecting LLMs to Real Systems

The Model Context Protocol replaces a mess of bespoke tool-calling glue with a standard interface. Here's how it works, when to use it, and what to watch out for in production.

04
Jul 22, 202512 min read

One Interface, Many Models: Integrating Anthropic, OpenAI, Gemini, and Open-Source LLMs

Practical patterns for building systems that treat the model as a swappable component — normalized interfaces, streaming differences, fallbacks, and routing by cost and capability.

05
Mar 14, 202513 min read

Shipping LLMs at Scale: Inference Economics and Feedback Loops

The two disciplines that separate LLM demos from LLM products: making inference fast and affordable, and building the feedback loops that make quality improve instead of decay.

06
Nov 23, 202415 min read

Edge Computing and AI: Transforming Data Processing at the Edge

Exploring how edge computing and artificial intelligence are revolutionizing data processing by bringing computation closer to the data source.

07
Nov 23, 202415 min read

Quantum Computing and AI: A New Era of Computational Intelligence

An in-depth exploration of how quantum computing is poised to revolutionize artificial intelligence by providing unprecedented computational capabilities.

08
Nov 23, 202415 min read

Harnessing Pynput for Building Automation Tools

An in-depth guide on using Pynput for creating efficient automation tools, streamlining tasks, and enhancing productivity.

09
Nov 20, 202420 min read

The Future of AI Agents in 2024: A Deep Dive into Autonomous Systems

A comprehensive exploration of AI agents in 2024, examining their impact on various industries, technical advancements, and future implications for society and technology.