AI agents that do the work.
Not just chat about it.
Tool-calling agents, RAG systems and LLM automations — plus the SaaS platforms, CRMs, and dashboards they live inside. Full-stack shipping in your dedicated workspace.
No meeting required. Brief, mockups, commits, deploys — everything in one workspace you watch live.
How agents ship
This is
your workspace.
Every brief, every mockup, every commit and deploy — visible to you in real time. No status calls, no email threads.
Tell the AI assistant what you want to build. It structures it into a brief inside your workspace.
Inside your workspace
The async proof behind the promise.
Briefs and approvals
Structured briefs, inline comments, async sign-off. No more email threads.
Live commit and deploy feed
Every change streams in. You see what shipped, when, and why — no need to ask.
Evals, traces, and docs
Agents arrive with eval harnesses, traces, and a handoff README. Not vibes.
What I build
Two tracks. One workspace.
AI is the primary track. Full-stack product work is the other. Most engagements use both.
AI Engineering
- Tool-calling agents (Claude, OpenAI, open models)
- RAG systems with evals, traces, guardrails
- LLM automations and inline copilots
- AI integrations into existing products
Product shipping
- SaaS platforms (currently building a CRM-as-SaaS)
- Dashboards, admin panels, client portals
- Chatbots, landing pages, e-commerce stores
- APIs, integrations, async workflows
Most engagements start with AI and end up using both.
Now
Currently working on
Shipping Cryonic CRM — a Claude-native B2B SaaS for international sales pipelines. AI Sales Agent with tool-use loops, pgvector RAG with calibrated retrieval, and a knowledge gap pipeline.
Building HealBot — a healthcare AI platform with screening workflows. Expanding the production mammology screening bot into a broader patient-intake product.
Writing about eval harnesses and threshold calibration — moving agents from "works on my laptop" to "passes every release gate" with telemetry that proves it.
Accepting 1 more AI Agentic Engineer slot for Q2. Briefs open at griban.dev/brief.
Inspired by nownownow.com — an honest snapshot of where my attention goes.
Launch Partner Program
Be among the first clients to experience the async-first workflow. Early partners get exclusive benefits.
FAQ
The questions buyers of AI engineering actually ask in 2026.
Ready to ship?
No meeting required.
Describe your project in the brief wizard. Get architecture, mockups, and a transparent proposal within 48 hours.
No meeting required. First mockups in 48 hours. Full code ownership.