# K Code — AI Harness Architect

> AI automation that actually runs in production. Most AI automation breaks the moment real data hits it. I build the kind that doesn't — with tests, monitoring, and documentation from day one. You stay in control at every step.

- Operator: Ken Ishida (K Code)
- Contact: kenishida@kcode.dev
- 日本語版: https://kcode.dev/index.md

Highlights: Production-grade delivery · Test-driven quality · Async-first communication

## What I Build

Systems that connect the moving parts of your operation — not demos that fall apart on day two.

### Workflow Automation

Meeting recordings become structured tasks in 60 seconds. Chat messages become workflow triggers. Manual handoffs become automatic.

### Development Automation

AI writes the code, but tests and spec checks catch problems before humans ever review it. Spec deviations found during implementation, not two days later.

### Production-Grade AI Systems

Systems that work at 2 AM on a Saturday, not just during the demo. Monitoring, error handling, and documentation from day one.

## How I Work

- **Human-in-the-Loop** — AI handles execution; you approve at every critical gate. No black-box automation.
- **Test-Driven** — Every system ships with tests and spec checks. If something breaks, we find out before your users do.
- **Async-First Communication** — Detailed written updates, screen recordings, proactive reporting. No mandatory calls.
- **Iterative Delivery** — Working software at every milestone. Not a big reveal after weeks of silence.

## Featured Work

These systems work together — connecting meetings to tasks to development to delivery.

- [AI-Driven Development Harness](https://kcode.dev/en/portfolio/dev-harness.md) — End-to-End Software Delivery Automation with 7 Specialized Agents. Spec-to-Verified Code in 4 Automated Stages
- [Autonomous Build Pipeline](https://kcode.dev/en/portfolio/autonomous-pipeline.md) — One-Line Prompt to Production-Ready Application. 12 Agents. 4 Phases. 1 Prompt.
- [Business Operations Hub](https://kcode.dev/en/portfolio/discord-hub.md) — Natural Language Commands to Automated Workflows via Discord. 4 Channels. Zero Custom Code. Pure Configuration.
- [Meeting Intelligence Pipeline](https://kcode.dev/en/portfolio/meeting-intelligence.md) — Audio Transcription to Structured Tasks in 60 Seconds. Recording → AI Analysis → Tasks → Team Notified
- [AI Log Triage](https://kcode.dev/en/portfolio/log-triage.md) — Error Detection to First Response in Seconds. ERROR → AI Triage → Team Notified with Severity + Action

Full portfolio: https://kcode.dev/en/portfolio.md

## Contact

Available for automation design and implementation. I prefer async text — Upwork Messages, Slack, or Loom.

- Email: kenishida@kcode.dev

Skills: Claude Code, Workflow Automation, n8n, Zapier, TypeScript, Python, TDD, API Integration