Ideas worth carrying into the work.
Long-form explanations of agents, execution, learning, and the systems that make a successful method durable.
Inspect an AI agent workflow before running it
Review a reusable agent workflow before running it. Use a public Rote Play to check inputs, source, dependencies, declared effects, and expected results.
What Rote Is
Rote gives any agent harness one way to reach the world, remember what worked, and carry the method forward as a Play.
AI Discovers. Rote Remembers.
Rote watches agents work in any harness, keeps the proven tool path, and turns it into a deterministic Play so teams reason once and reuse the result.
The Pleasure of Finding Rewards
A ground-up journey through agents, environments, rollouts, rewards, GRPO, GEPA, and the place durable execution traces occupy between acting and learning.
How to reuse a successful AI agent workflow
Turn successful agent work into a reusable Play with Rote by Modiqo. Follow a public DNS example, inspect its inputs, and reuse it for another domain.
Agent skills, workflows, prompts, and Plays compared
Compare prompts, agent skills, workflows, and Rote Plays by instructions, executable steps, dependencies, and sharing. Includes public examples and limitations.
How to extract a reusable procedure from an agent trace
Extract a reusable agent procedure by reviewing trace evidence, choosing parameters, declaring dependencies, and testing failure cases. See a public Play structure.
Reuse an agent procedure across supported models
Learn what a Rote Play preserves when you change agents or models, which dependencies still matter, and how to compare results without assuming identical output.
Share an agent workflow across coding agents
Share a Rote Play between Claude Code, Codex, or Cursor. Inspect its version, inputs, tools, and effects while keeping service credentials with each runner.
The Rote Playoffs: Publish Plays for Repetitive Work
Publish as many public Plays as you can for repetitive tasks. Build methods that anyone can inspect and run.