Treat AI agents as full-fledged teammates, not just tools
Integrate AI agents into your workflow as collaborators, not just task executors, to maximize their potential.
Treat Codex as a full-fledged teammate.
Explanation
This involves redesigning engineering workflows to accommodate AI agents, investing in automated tests and guardrails, and viewing the AI as a partner in the development process.
Example
Building an agent-friendly repository and documenting the journey of working with AI as a team member.
What it does and when to use it
Integrate AI agents into your workflow as collaborators. This means redesigning processes, investing in tests and guardrails, and viewing the AI as a partner to maximize its contribution.
Sources and credit
- An open-source spec for orchestration: Symphony ↗OpenAI · OpenAI News · Apr 26, 2026 · quoted as shared
First seen on Subvolts Apr 26, 2026. Updated Sep 11, 2026. Spotted a problem? Tell us.
Where it shows up
- An open-source spec for orchestration: SymphonyOpenAI · OpenAI News · Apr 26, 2026
Terms used
Related in the PlaybookPlaybook →
The Playbook: reusable how-tos, prompts, configs and tips pulled out of the news.
- ChecklistChecklist for building an agent-friendly repositoryKey considerations for creating a repository structure that facilitates AI agent development and integration. · 10 min
- HeuristicUse issue trackers as control planes for AI agentsLeverage your issue tracker as a central control plane to manage and orchestrate AI agentic work. · 10 min
- HeuristicConsider engineering constraints beyond functional correctness for AI agentsAI coding agents must follow developer-defined constraints like scope, order, validation, tool use, and reporting, not just produce working code. · 5 min
- ChecklistSWE-Duel Agent Evaluation CriteriaCriteria for admitting a pull request and for a Blue agent to win in the SWE-Duel arena. · 5 min
- Cost tipReduce AI coding costs with CliffCompactionCut AI coding costs up to 50% for long tasks by compacting context without rephrasing. · 15 min
- ToolGameLogicBench for evaluating AI game logic codingA benchmark to evaluate AI agents on runtime game logic with tick-level state assertions in Godot projects. · 10 min
Questions people ask
- Which AI tools does this work with?
- Any current model. It was seen with in the sources.
- Where did this come from?
- OpenAI (OpenAI News). Subvolts collected, normalized and credited it; the link above opens the original.