Epoch 2025: Blog

Thoughts on engineering, AI, and building useful things.

Blog header image

All Posts

My AI-Powered Coding Workflow: From Design to Deployment
Article AI Development Workflow Mar 20, 2025

My AI-Powered Coding Workflow: From Design to Deployment

A detailed look at how I leverage AI tools like GPT-4o, Claude 3.7, Gemini 2.5 Pro, and vzero.dev to streamline my development process from architecture design to UI prototyping and full-stack coding.

Click to read
Inside the Black Box: How LLMs Process Text
Article AI LLM NLP Mar 15, 2025

Inside the Black Box: How LLMs Process Text

A visual exploration of how large language models tokenize, process, and generate text, demystifying the inner workings of modern AI systems.

Click to read
When Benchmarks Mislead: Why We Must Handle AI Scores With Care
Article AI Benchmarks AI Evaluation Mar 5, 2025

When Benchmarks Mislead: Why We Must Handle AI Scores With Care

A critical examination of AI benchmarks like BIG-Bench Extra Hard (BBEH) and why we should be cautious about interpreting benchmark results as indicators of true AI capabilities.

Click to read
The LLM Landscape: A Guide to Language Models in 2025
Article AI Machine Learning LLM Mar 1, 2025

The LLM Landscape: A Guide to Language Models in 2025

A curated overview of prominent large language models, their capabilities, and ideal use cases. This guide helps developers and teams choose the right model for their specific needs.

Click to read
Fractional Indexing Algorithm
Presentation Algorithms Data Structures Jan 2, 2025

Fractional Indexing Algorithm

A deep dive into the Fractional Indexing algorithm, exploring its implementation and practical applications in modern software systems...

Click to read
The Natural Synergy Between The Actor Pattern and Agentic AI Systems
Article Architecture AI Concurrency Jan 17, 2025

The Natural Synergy Between The Actor Pattern and Agentic AI Systems

Exploring the architectural alignment between the Actor pattern and autonomous AI systems...

Click to read

Search Posts

Tags

AI Development Workflow LLM NLP Benchmarks AI Evaluation Machine Learning Algorithms Data Structures Architecture Concurrency