{
 "schema_version": 1,
 "generated": "2026-10-31",
 "id": "seeray11-openflow--run-planner-architect-coder-pipeline",
 "repo": "SeeRay11/OpenFlow",
 "repo_url": "https://github.com/SeeRay11/OpenFlow",
 "repo_slug": "seeray11-openflow",
 "title": "Run a planner, architect and coder pipeline on a repo",
 "page_title": "How to run a planner, architect and coder pipeline on a repo with OpenFlow",
 "summary": "Wire role cards into a saved pipeline and run parallel agents against a local codebase.",
 "who": "A developer who wants several AI agents to split up a coding task, such as planning, designing and implementing a change, instead of prompting one agent at a time.",
 "problem": "A single agent prompt tends to mix planning, design and coding in one pass, and there is no visible structure to reuse or inspect.",
 "outcome": "A saved, named pipeline of role nodes that runs agents in parallel against the target repo, with each step visible on the canvas.",
 "steps": [
  "Install Bun 1.3 or newer and Git, then check Bun with `bun --version`.",
  "Run `git clone https://github.com/SeeRay11/OpenFlow.git`, then `cd OpenFlow`, then `bun install`.",
  "Set the OPENFLOW_PROJECT environment variable to the path of the repo the agents should work in. These agents edit real files.",
  "Run `FLOW_MANAGE_SERVER=1 bun openflow.ts` (PowerShell: `$env:FLOW_MANAGE_SERVER=1; bun openflow.ts`), then open http://localhost:5174.",
  "Drag role cards onto the canvas, wire them as planner to architect to coder, save the pipeline, and run it."
 ],
 "agent_prompt": "Using the OpenFlow repo at https://github.com/SeeRay11/OpenFlow, set OPENFLOW_PROJECT to <target-repo-path>, start it with `FLOW_MANAGE_SERVER=1 bun openflow.ts`, and build a saved planner, architect and coder pipeline on the canvas at http://localhost:5174. Run it and report the final run log. Verify that each node ran as its own agent and that the run log lists a decision for each permission request.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "45 minutes",
 "basis": "readme",
 "caveat": "The agents write real files in OPENFLOW_PROJECT, which defaults to the OpenFlow repo itself, so point it at a repo you are willing to change.",
 "category": "Software and DevOps",
 "tags": [
  "Software and DevOps"
 ],
 "lang": "typescript",
 "requirements": [
  "Bun 1.3 or newer (check with `bun --version`)",
  "Git",
  "A local repo the agents are allowed to edit, set through OPENFLOW_PROJECT",
  "Optional: a provider API key for paid models, or use the free `-free` models with no key"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": true,
 "score": 1.0,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/seeray11-openflow/run-planner-architect-coder-pipeline/",
 "md": "https://dedupedai.com/use-cases/seeray11-openflow/run-planner-architect-coder-pipeline/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/seeray11-openflow--run-planner-architect-coder-pipeline.json",
 "api_version": "v1"
}