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Technical insights & research

Deep dives into the systems we build, the research that drives us, and the open-source projects we maintain.

OPEN SOURCE

KARN — The Agent's Language

Token-minimal, platform-agnostic programming language for AI agents. MIT Licensed.

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ARTICLES & RESEARCH
LANGUAGE DESIGN·April 2026

Why We Built a Programming Language for AI Agents

Python is excellent for humans. But AI agents reason about programs differently — they need token-density, unambiguous semantics, and zero ceremony. Here's why we built KARN from first principles.

12 min read
TRADING SYSTEMS·March 2026

Architecting a Real-Time Trading System: Lessons Learned

From backtesting to live execution with real capital. The architecture decisions, risk management patterns, and failure modes we encountered building production trading infrastructure.

15 min read
AI SYSTEMS·March 2026

Building Document Intelligence for DIFC Law Firms: A Field Report

What actually happens when you deploy AI document intelligence in a Dubai law firm. The wins, the surprises, and the regulatory nuances that no whitepaper covers.

10 min read
AI RESEARCH·February 2026

The Token-Density Problem: Why AI Agents Need a New Language

When your AI agent writes Python, 70% of the tokens are boilerplate. KARN's approach: every character carries meaning. A technical analysis of token economics in agentic coding.

8 min read
AI AGENTS·January 2026

From Prompt Engineering to Program Synthesis

The industry is shifting from crafting prompts to writing programs that compile into optimal LLM interactions. DSPy, KARN, and the future of agentic development.

11 min read

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