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Writings on software, AI & design.

Technical breakdowns, architecture deep dives, and reflections on building production software with modern web and AI toolchains.

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Showing 8 of 8 articles

2026-10-07•23 min read

Jev AI Explained: The Model That Doesn't Generate Text, It Makes Decisions

Jev is a new kind of AI model built for making decisions instead of generating text. Learn how TypeSafe's System One model works, how it compares with GPT and other LLMs, where it fits in AI agents, what the benchmarks show, and whether developers should actually use it.

#Jev AI#Artificial Intelligence#AI Models#System One#AI Agents#LLMs#Machine Learning#AI Architecture#TypeSafe AI

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2026-09-09•5 min read

Best AI coding assistants for beginners in 2026 (Claude Code, Copilot, Cursor compared simply)

New to coding and wondering which AI assistant to use? This simple comparison of Claude Code, GitHub Copilot, and Cursor explains what each tool does best and which one is worth choosing as a beginner in 2026.

#AI Coding#Claude Code#GitHub Copilot#Cursor#AI Tools#Coding for Beginners#Programming

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2026-08-30•4 min read

How I built a browser Java compiler with Monaco Editor

Exploring the engineering behind bringing a full Java compilation and execution environment directly into the web browser without managing heavy backend servers.

#Java#Docker#Monaco#Web

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2026-08-30•4 min read

Building a self-hosted Vercel-style PaaS with Next.js 16 and AWS ECS Fargate

A deep dive into how I built Nebula, an open-source PaaS that automates deployments to AWS ECS Fargate using Next.js, PostgreSQL, and Redis.

#Next.js#AWS#Architecture#DevOps

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2026-08-30•14 min read

AI Agents: How Autonomous AI Agents Are Transforming Business

Discover how AI agents are transforming businesses by autonomously researching, making decisions, using tools, and completing real-world tasks.

#Autonomous AI agents#AI agent frameworks#build an AI agent#AI agents for business#AI SDR agents#browser automation agents#AI lead generation agent#AI customer support agent#AI research agent#AI job application agent.

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2026-08-20•5 min read

Building Autonomous Multi-Agent Workflows with Local LLMs

How to design deterministic tool execution, state machines, and loop prevention when running agentic workflows on local hardware.

#AI#Architecture#TypeScript

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2026-08-15•4 min read

Zero-Dependency Native SQLite with Node.js in Next.js 16

A practical guide to leveraging node:sqlite for embedded, zero-cold-start relational persistence in modern full-stack web apps.

#Next.js#SQLite#Backend

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2026-08-10•6 min read

Designing High-Performance Monochromatic Interfaces

Exploring the typography, contrast ratios, and micro-interactions behind sharp brutalist developer aesthetics.

#Design#UI/UX

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