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I will design a multi agent ai workflow with human review gates
Lysander
About this gig
Multi agent AI work fails when nobody defines who hands what to whom, who checks it, and who decides. I design workflows that fix that.
What you get:
A written workflow: roles, task handoffs, review gates, and stop conditions
Clear points where a human reviews or decides before anything moves on
Documentation your team can follow
(Premium) Setup using GitHub based task coordination and one API integration
How I work: I use AI tools to speed up drafting and analysis, and I review every deliverable myself. AI assists; final judgment stays with me.
Background: I designed AI Collab Bus, a system for agent handoffs, independent review and human controlled decisions.
Before ordering, send a short description of your current process and tools. I never need passwords or API keys; please do not send them.
Not included: production hosting, ongoing maintenance, legal or medical advice.
Get to know Lysander
Lysander
AI workflows and classical Chinese texts
- FromChina
- Member sinceNov 2026
- Avg. response time1 hour
Languages
Chinese, English
I do two kinds of work.
AI workflows: multi-agent collaboration, GitHub-based task coordination, API integration and evidence-based quality control. I designed AI-Collab-Bus, a system for agent handoffs, independent review and human-controlled decisions.
Chinese texts: manuscript proofreading and classical Chinese annotation, with a focus on early silk-manuscript versions of the Laozi. https://github.com/coding158/mind-body-health
How I work: scope and timeline agreed before I start; delivery with notes on every substantive change. AI assists, final judgment stays with me.
FAQ
What will I receive after delivery?
A written document: the audit plan (Basic) or the full workflow design with roles, handoffs, review gates and stop conditions (Standard). Premium adds the setup described in the package.
Can you work with custom AI backends instead of only OpenAI?
Yes, my multi agent architecture supports integration with multiple AI backends, not limited to one provider.
Do you train or fine tune large AI models?
No. I integrate existing AI models into your automation pipeline, I do not perform base model fine tuning.
Do you need access to my accounts?
No for design and documentation. For Premium setup, I work only through limited access invitations that you create and can revoke.
Is the work done by AI?
AI tools help with drafting and analysis. I review and own every deliverable.
