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AI Evangelist

I build, ship, and teach practical AI — open source tools, production systems, and the occasional manifesto.

Kory Kehl, AI evangelist

AI should amplify humans, not replace them. It should be local when it can be, cloud when it must be, and yours — always.

What I do

Evangelize

Workshops, demos, and writing that demystify AI for engineering teams — without the hype.

Build

Local-first AI tools, production systems, and open source software that ships.

Teach

Pragmatic patterns for Claude Code, agentic workflows, and AI-in-the-loop development.

Speak

Keynotes, panels, and conference talks on AI adoption, agentic workflows, and what's actually working in production.

Featured project

github.com/Kehl-io/nestweaver · MIT

NestWeaver

Structured code intelligence for AI agents — precomputed answers, not raw files.

  • Parses 16+ languages into a queryable knowledge graph
  • Personalized PageRank extracts only task-relevant context within a token budget
  • 17+ MCP tools let any agent query symbols, callers, and blast radius
Open source Rust MIT
cargo install nestweaver
GitHub View project →

Also working on

savrjournal.com

Savr

Voice AI journaling that listens, asks thoughtful follow-ups, and builds a personal record of how you've grown.

shotinsights.com

Shot Insights

Smart targets + mobile app for long-range shooting — ballistic calculator, impact tracking, and session logs via Bluetooth.

app.siteloom.kehl.io

Siteloom

Track bids, materials, inspections, and budget for your basement finish — all from your device, no account required.

vadisabilityhub.com

VA Disability Hub

Giving back to the veteran community — free tools and resources to navigate VA disability ratings, compensation, and claims. Veterans who contribute share in ad revenue.

The Loom

Occasional dispatches on AI, when I have something worth sending.

Protected by Cloudflare Turnstile — no personal tracking.

No schedule. No welcome email — you'll get the next issue when it ships.

Latest writing

All posts →
ai design products

AI as a Listener, Not an Answerer

Every AI product I've touched in the last two years has been optimized for the same thing: answer the user, faster. Then I worked on a voice journaling app and almost every instinct I'd built up turned out to be wrong.

Have a project, talk, or conversation in mind?

Get in touch