The SaaS Companies That Win Will Be Agent-Ready →
Codex, Claude, and other AI agents are going to put pressure on traditional SaaS. The companies that survive will expose their workflows, reduce friction, and become tools agents can actually use.
Blog
Thoughts on software engineering, AI, and building things. Posts are written with AI assistance.
What NFL Street Taught Me About the Future of Education →
A childhood NFL Street memory, how it led me toward software engineering, and why AI could change how kids learn.
Hands-On AI Is Here →
OpenAI and Anthropic are moving from selling AI tools to financing and staffing AI deployment companies. That shift will create jobs, displace work, and make the next phase move fast.
AI Makes Language Less Like a Border →
A small Simplified Chinese prompt made me think harder about how AI can reduce language barriers and make even tiny software feel global sooner.
The Next Web Will Be Quieter →
AI may push websites away from noisy interfaces and back toward clear stories, useful text, and proof that both humans and LLMs can understand.
AI Work Needs a New Interface →
Voice-first agents are changing work from clicking through tools to routing intent across apps, repos, files, and context.
The Next Wave of SaaS Is Trust →
AI will make it easier than ever to launch software. The products that last will come from people who actually have the problem and care enough to solve it well.
How I Choose Projects to Work On →
The four-question filter I use to choose side projects, avoid spreading myself too thin, and focus on problems worth staying with.
Social Media Needs an AI Strategy →
AI labels are a useful start, but social feeds need to change how they rank, contextualize, and amplify synthetic content.
How I Used Codex to Build Vibe Storefront →
A practical field report on using Codex and GPT-5.5 to turn a rough product idea into a working, verified AI app.
How Non-Coders Can Start Using Codex →
A practical starting point for system-minded people who want to build with AI, even if they do not know how to code.
How I Write With AI →
My actual AI writing workflow: raw thoughts first, AI-assisted structure second, and human judgment all the way through.
I Interviewed My AI Coding Agent →
How I turned a long Codex session into version-controlled instructions for how I work, write, ship, and make decisions.
Why I Switched from Claude Code to Codex →
The practical reasons I moved my day-to-day AI agent workflow from Claude Code to Codex, and why the hardest part was not the model choice.
Understanding Codex 3.0 →
Why Codex feels like it jumped versions even without a clean version number, and why capability shifts matter more than release labels.
A Small Codex Startup Menu for Choosing How Much I Trust a Session →
How I use Codex's native profiles plus a tiny zsh wrapper to choose a sandbox and approval posture before the agent starts.
How I Built a Marketing System in One Session →
I used Claude Code to build a content marketing system from scratch — brand strategy, content calendars, and a reusable framework for managing multiple clients.
I Built an Interactive MCP Demo to Show How the Model Context Protocol Actually Works →
How I built an interactive visualization of the full MCP pipeline — tool discovery, selection, JSON-RPC execution, and response generation — in an afternoon with Claude Code.
I Built an Interactive RAG Demo to Show How Retrieval-Augmented Generation Actually Works →
How I built an interactive visualization of the full RAG pipeline — from document chunking to vector search to augmented generation — in an afternoon with Claude Code.
I Rebuilt My Resume, LinkedIn, and Website in a Weekend with Claude →
How I used Claude Code to overhaul my entire professional brand — resume, LinkedIn, personal website, and blog — from a single source of truth.
Modern Software Engineering →
Something shifted. Everything I went to school for is changing, and I'm trying to make sense of it.
