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PERCEIVE / ACT / VERIFY
Original workflow illustration

02 / Independent project

PAARTH

A working method for AI-assisted coding.

PAARTH, formerly SuperAgent, is an open-source layer I built around AI coding tools: workflow routing, persistent memory, action checks and cost controls.

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Purpose / Layer 01

What makes it worth building?

Coding assistants can lose project context between sessions, repeat setup and apply inconsistent workflows across tools.

Approach / Layer 02

How the pieces work together.

I built a reusable layer around existing coding assistants, connecting task routing, project memory, action checks and budget visibility through inspectable local files.

Trade-off / Layer 03

Where the boundary belongs.

Keeping the system as a layer lets it work with existing tools. The integration must respect each tool’s capabilities rather than assume every platform supports the same hooks.

01

Choose a workflow

02

Recover context

03

Check the action

A conceptual map of the workflow. Original illustration; no production data.

03 / Open the artifact

A workflow you can inspect.

Conceptual workflow. Earlier writing uses the former name, SuperAgent.

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04 / Trade-offs and limits

Keep the boundaries visible.

Keeping the system as a layer lets it work with existing tools. The integration must respect each tool’s capabilities rather than assume every platform supports the same hooks.

Public open-source project under active development. The repository documents current capabilities and platform differences.

Next independent projectFRIDAY

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