Engineering Knowledge Through Prompts

AI-powered tools for building, processing, and shipping software.
From syntax to systems. From translation tax to infrastructure access.

01 Production-Ready Applications

Content Engine

Live

Full-stack AI content processing platform. Extract, process, and synthesize information from social platforms.

FastAPI Next.js 15 PostgreSQL Clerk

Content Stack

Beta

AI-powered media processor with analyze, generate, and transform capabilities. Component-driven architecture with strict design system.

React 19 TypeScript Vite Express

Prompt Stack Lite

Starter

AI Development Studio. The fastest way to build and ship AI products. Includes auth, payments, AI integration, and vector search.

Next.js 15 FastAPI Supabase Stripe

02 Technical Guides

03 The Core Insight

AI-assisted development isn't about replacing syntax with automation.

It's about prompting systems to reveal their patterns, then engineering solutions with that understanding.

Linguistic Capital

As Pierre Bourdieu showed, linguistic capital - fluency in the languages that matter - converts to social and economic mobility. In a digitized society, those languages include Python, APIs, prompts, and systems thinking.

The Shift

LLMs democratize access to these languages. But the syntax barrier is not the systems barrier. Production engineering still demands models of reality: data contracts, state, auth, testing, deploys, cost, and risk.

From syntax to systems. From translation tax to infrastructure access.