PROJECTS & PUBLIC TOOLS

Ideas into tools.
Tools into questions.

Public research tools, conceptual examples, and a playful view of how agentic workflows can support peptide design.

A public, conceptual workflow

Targets and constraints → representations and proposals → independent checks → experiment planning and feedback. This is an original general schematic, not a company deployment diagram.

FIGURE 01 / ORIGINAL CONCEPT SKETCH

  1. Goal & constraints
  2. Representations & proposals
  3. Independent checks
  4. Experiment planning
  5. Feedback & revision
Original concept sketch; not a reproduced paper figure.

AGENTIC RESEARCH PLAYGROUND

Inside an agentic research loop

A conceptual view of Richard’s agentic_ai_platform approach: drive toward a goal, reflect on visible evidence, and evaluate reusable workflow revisions in isolation.

Enter the interactive simulation →

Self-drive

Goals, dependencies, budget, stop conditions and human checkpoints.

Evidence reflection

Visible conflicts, short decision notes and a revised plan.

Evaluated evolution

An isolated workflow revision: adopt after baseline and independent checks, otherwise roll back.

Public code & contributions

Public contributions and verified paper repositories. No private platform repository is linked here.

playground / local terminal

A tiny toy. Everything happens here in your browser.

Welcome, curious human. Type help to explore.