Kaushik Bhattacharjee

Principal GenAI engineer. I build production AI agents and write about what actually works in enterprise AI.

Featured essay · Agent PlatformsOct 24, 2026

Build the Ground, Not the Harness

Unless you sell software, stop building the harness. Claude Code, Codex, and Copilot are already in the building, and the vendors will keep making them better. The durable engineering is the ground they run on: the platform that runs any harness, and any agent your own teams build, safely inside the enterprise.

The ground underneath the harness Vendor harnesses and your own agents run on a ground of five layers: sandboxing, agent identity, network policy, cost controls, and observability. Underneath everything sit your network, your data, your policies, and your compliance obligations. THE HARNESSES — RENTED, IMPROVING FAST Vendor harnesses Claude Code · Codex · Copilot Your own agents Built by your teams THE GROUND — YOURS Sandboxing Agent identity Network policy Cost controls Observability Your network · Your data · Your policies · Your compliance
The harnesses improve on the vendors' schedule. The ground underneath them is the part that is yours.
Read the essay → The hard problem is deployment, not the harness.

About

I lead engineering work on agentic systems: multi-agent orchestration, model routing, and evals, along with the platform underneath them. Most of what I write is about the unglamorous parts of enterprise AI, the process, ownership, and failure handling that decide whether any of it works.

I live in Flower Mound, Texas, with my family.

More about me and my work →

Writing

Essays, most of them first published on LinkedIn. This page is their permanent home.

Start here

Proactive AI

Earning Trust

Agent Economics

Consumer AI

The Binary Is an Attack Surface

Off the clock

Board games, video games, photography, travel, Toastmasters on Tuesdays, and the DFW AI community.

I also built an AI playground: a small town where AI agents live, work, trade, govern themselves, and occasionally steal from each other. Bring your own OpenRouter key and watch what yours do.

Contact

The best way to reach me is LinkedIn. I read everything, and I reply to most of it.