01
Capture
Ideas, specs and research land in one place before anything is built.
Obsidian · ChatGPT
01 · Process layer
AI Agent Workspace
The agent workspace that powers everything else.
Before the platform and the product, there is a way of working. This agent-based development workflow connects AI tools and notes so ideas move from thought to shipped code with context preserved at every step.
The loop
Capture → plan → build → ship
02
Plan
Break work into agent-runnable steps with clear context and intent.
Claude Code · ClickUp
03
Build
Agents implement against the plan; I steer, review and correct.
Codex · Claude Code
04
Ship
Code, notes and tasks stay in sync as work is committed and closed.
GitHub · ClickUp
The toolchain
Connected, not scattered
ChatGPT
Reasoning, research, quick drafts
Claude Code
Planning and agentic implementation
Codex
Focused implementation and review
Obsidian
Second brain and linked notes
GitHub
Source of truth and version control
ClickUp
Tasks, scope and delivery
How agents fit in
- Context first — agents only do good work when they inherit the right notes and intent.
- Human in the loop — I plan, review and make the call; agents accelerate the middle.
- Small, verifiable steps — each handoff is reviewable, reversible and traceable.
Why it matters for the work
Where the system starts
This process is the reason the other two projects exist. MellyCore AIOS makes it a platform; MellyTrade proves it can ship a real, safety-first product.