ContextForge
The project index and the written-down memory. Decisions persist. The job does not start over.
I help enterprises evaluate and adopt AI-enabled platforms. You get a working demo, not a slide deck.
The project index and the written-down memory. Decisions persist. The job does not start over.
The agent control plane. You choose which agent can run. Policy lives in files. That association holds.
A back-office desk for energy trading. AI drafts the work. Hard-coded rules decide it. Live demo on labeled fictional data.
I start with the problem. Then I draw the system, ship a demo, and leave a win a team can judge.
Sit with the problem. Name the constraint. Agree what a win looks like before anyone writes code.
Draw the system. Who is on the job. What memory persists. What a model is not allowed to commit.
Ship a slice you can click. Status stays honest. If it is a prototype, the page says so.
Leave the team with a path they can adopt, reject, or take to a customer.
A browser studio for QR and AR campaigns. Edit in the studio, the phone updates in about two seconds, every scan feeds a live picture of engagement.
React · three.js working demoPoint a phone at something and find out if it is safe for a pet. The model only names the item. The verdict comes from a cited database. A test makes it impossible to return "safe" without a source.
Cloudflare · Expo live API · prototypeAsk plain-English questions about Jira delivery data and get answers backed by validated SQL.
TypeScript · Cloudflare Workers · D1 built · pre-deployA live marketing site and lead-scoring pipeline. Parked.
Node · Cloudflare Pages · Python parkedYou answer nine questions. About 80 minutes later you have a running app.
Claude Code · Cloudflare · Expo proven · v1.1A no-account restaurant bill splitter. The app The Factory built end to end to prove itself.
Cloudflare Workers deliveredAn idea-to-build completion platform. In progress, private.
TypeScript · Cloudflare in progress · privateThe optional local workbench in front of AgiRook. Chat Start calls the kernel. You do not need it.
Rust · local-first v0.1.0 · gatedA server that hands AI agents pre-validated building blocks instead of letting them guess.
TypeScript · Cloudflare Workers · MCP liveA model-free pipeline that turns real, cited pain into scored project ideas.
Python publicEncrypted credential vault and transparent launcher for MCP servers. Keeps API keys out of plaintext client config.
TypeScript privateThe pre-publish check for open-source repos: secrets, structure, and a README that works on a fresh install.
Python publicZero-dependency secret detection and redaction for text streams.
TypeScript privateA dashboard for the agent memory: a map of what the system knows and a queue for what has gone stale.
Node · node:sqlite in useLets an AI agent draw and edit pixel-art sprites by driving the Aseprite editor.
TypeScript · Node · MCP working toolA panel of AI personas that argue a decision properly and report where they agree and where they still disagree.
Claude Code · Obsidian in useA shipping pipeline with hard gates, so nothing reaches users before it has earned each stage.
PowerShell · Pester phase 1 liveThree reasoning tools that switch on by context: brainstorm wide, decide on a ladder, ramp up fast.
Claude Code in useA game in Unreal Engine 5.7 with an AI-generated, painted-on-3D art style.
Unreal Engine 5.7 · C++ greyboxA browser 3D city-builder you can walk through in first or third person.
Three.js · Vite early prototypeTurns a game controller into full Windows control: pointer, keyboard, and text entry.
Rust · Direct2D WIPA design exploration for a Telegram-native operations and analytics tool.
Python · Telegram conceptOlder engine notes live on the architecture page.
I'm Jared Frieden. I design agent systems, and I use them to ship real software. I help enterprises evaluate and adopt AI-enabled platforms.
The hire is a Solutions Architect and Solutions Engineer. I sit with the problem, draw the system, and leave a demo a team can judge.
I work out of Los Angeles. Permanent or contract.