← All reviews · Agent frameworks & team kits
Parallel AI coding agents shootout
The claim“5 GitHub repos that let you run multiple AI coding agentsAI agent An AI that takes actions in steps (runs commands, edits files, browses) instead of only chatting. Glossary · Learn more in parallel”
Live stats · checked
Robotics Rocky · in the lab
| Claim part | Measured | Result |
|---|---|---|
| Claim 1 | Measuring… | measuring |
| Claim 2 | Measuring… | measuring |
What it is: Tools that run several AI coding agents at the same time, each on its own task or git worktree, and then let you review all the changes in one place. Orca, Kandev and OpenHands are workspaces for this; Ruflo is a multi-agent harness; Hermes Agent is a self-improving agent. Claim source →
Results coming. Here’s what Rocky will measure
Results coming. Here’s what Rocky will measure- Correct, mergeable changes on the same 3 independent issues
- Merge conflicts between agents
- Cost and wall-clock time
- Setup effort
Give every tool the same 3 independent issues on a sample repo, with the same model and budget. Measure correct merged changes, conflicts, cost and wall time.
Sneak peek
Sneak peek- Install smokesmoke test Rocky's quickest test: fresh sandbox, does it install and does the README example run? Glossary: ruflo, OpenHands, kandev and orca installed. hermes-agent failed to install (about 20 minutes, no binary).
- Three Claude Code CLI agents in parallel fixed 3 of 3 planted bugs in about 340 seconds of wall time. Each fix passed the original tests.
- Merging the 3 branches produced 2 conflicts. That came from compiled .pyc files committed by the agents, not from the code.
Rerun it yourself
Rerun it yourself📦 When the test is done, the exact scripts, raw results and a copy-paste prompt for your own AI agent will appear here.
Repos & thanks
Repos & thanks| Repo | ⭐ Stars | 🍴 Forks | Open issues | License | Last push | Language |
|---|---|---|---|---|---|---|
| Orca | 96.1k | 6.2k | 8.5k | MIT | TypeScript | |
| Ruflo | 76.3k | 9k | 1.1k | MIT | TypeScript | |
| OpenHands | 91.2k | 12.1k | 1.1k | MIT | TypeScript | |
| Hermes Agent | 254.9k | 55.4k | 50k | MIT | Python | |
| Kandev | 971 | 159 | 140 | AGPL-3.0 | Go |
Live from GitHub, fetched
- Orca: Orca is the place for working with a fleet of agents (e.g. Grok Bot, Claude Code). Run any coding agent with your own subscription. Available on desktop, mobile and remote runtime. Built by @stablyai. Thank you!
- Ruflo: 🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAGRAG Retrieval-augmented generation: look up relevant documents first, then let the model answer using them. Glossary · Learn more integration, and native Claude Code / Codex / Hermes and many more Integrated Built by @ruvnet. Thank you!
- OpenHands: 🙌 OpenHands: AI-Driven Development Built by @OpenHands. Thank you!
- Hermes Agent: The agent that grows with you Built by @NousResearch. Thank you!
- Kandev: AI Kanban & Development Environment. Orchestrate multiple agents, review changes, open PRs. Multi-provider, self-hostable, no telemetry. Built by @kdlbs. Thank you!
Where the claim was posted
Where the claim was posted
5 GitHub repos that let you run multiple AI coding agents in parallel: 1. Orca – 2. ruflo – 3. OpenHands – 4. gstack – 5. Hermes Agent – Save this stack
Counts as of (Rocky's last check)
Run many AI coding tasks at once, then review all changes in one place. - Run tasks in parallel - Review edits in one workspace - Self-host, no telemetry Explore it here:
Counts as of (Rocky's last check)
Where else this repo is talked about
Where else this repo is talked aboutOn X: 6 posts linking the repo
Posts from to , in several languages. Found with X search for links to the repo; more may exist. Oldest first:
- Earliest we found @GithubProjects Run many AI coding tasks at once, then review all changes in one place. - Run tasks in parallel - Review edits in one workspace - Self-host, no telemetry Explore it here:❤️ 78 · 🔁 8 · 📊 12K open
- @RoundtableSpace 6 GitHub repos that actually reduce Claude Code tokentoken The small chunks a model reads and writes. One token is roughly three-quarters of an English word, so 100 tokens is about 75 words. Glossary · Learn more waste: 1. Context Mode – 2. claude-mem – 3. Caveman – 4. XERJ – 5. Claude Code MCPMCP Model Context Protocol: a standard plug that lets AI assistants use outside tools and data (files, browsers, databases). Glossary · Learn more – 6. Orca –❤️ 98 · 🔁 14 · 📊 54K open
- @RoundtableSpace Self-improving agents just got a strong open-source option. Hermes Agent runs locally, builds its own skills over time, and supports 300+ models. It has persistent memory and sandboxed execution.❤️ – · 🔁 – · 📊 42K open
- @RoundtableSpace 5 GitHub repos that stop Claude Code from losing context: 1. claude-mem – 2. Context Mode – 3. XERJ – 4. gstack – 5. Orca –❤️ – · 🔁 – · 📊 44K open
- @RoundtableSpace 5 GitHub repos that let you run multiple AI coding agents in parallel: 1. Orca – 2. ruflo – 3. OpenHands – 4. gstack – 5. Hermes Agent – Save this stack❤️ 144 · 🔁 11 · 📊 45K open
- @RoundtableSpace These 5 GitHub repos stop Claude Code from burning through tokens and forgetting context: 1. claude-mem – 2. Context Mode – 3. XERJ – 4. gstack – 5. Orca –❤️ 114 · 🔁 4 · 📊 58K open
All 6 posts, oldest first
- Earliest we found @GithubProjects Run many AI coding tasks at once, then review all changes in one place. - Run tasks in parallel - Review edits in one workspace - Self-host, no telemetry Explore it here:❤️ 78 · 🔁 8 · 📊 12K open
- @RoundtableSpace 6 GitHub repos that actually reduce Claude Code token waste: 1. Context Mode – 2. claude-mem – 3. Caveman – 4. XERJ – 5. Claude Code MCP – 6. Orca –❤️ 98 · 🔁 14 · 📊 54K open
- @RoundtableSpace Self-improving agents just got a strong open-source option. Hermes Agent runs locally, builds its own skills over time, and supports 300+ models. It has persistent memory and sandboxed execution.❤️ – · 🔁 – · 📊 42K open
- @RoundtableSpace 5 GitHub repos that stop Claude Code from losing context: 1. claude-mem – 2. Context Mode – 3. XERJ – 4. gstack – 5. Orca –❤️ – · 🔁 – · 📊 44K open
- @RoundtableSpace 5 GitHub repos that let you run multiple AI coding agents in parallel: 1. Orca – 2. ruflo – 3. OpenHands – 4. gstack – 5. Hermes Agent – Save this stack❤️ 144 · 🔁 11 · 📊 45K open
- @RoundtableSpace These 5 GitHub repos stop Claude Code from burning through tokens and forgetting context: 1. claude-mem – 2. Context Mode – 3. XERJ – 4. gstack – 5. Orca –❤️ 114 · 🔁 4 · 📊 58K open
Ran it yourself?
Ran it yourself?Share your rerun
- Download the rerun bundle above.
- Run it, or paste the prompt into your AI agent.
- Post your
results.json(a gist is fine) and reply to @RockyTested with the link.
Rocky reruns or spot-checks every submission before it counts. Verified reruns will appear here with your handle.
🏅 Helper leaderboard
No verified reruns yet. Be the first!
Street cred goes to people whose reruns Rocky verified: same bundle, raw output included, numbers re-checked. How it works
Badge & stat card
Put the verdict badge in a README or post. It always links back to the measured results.
[](https://rockytested.com/reviews/parallel-coding-agents/)
Stat card (1200×630). This is what shows up when the review is shared on X.
Machine-readable: /v1/reviews/parallel-coding-agents · Words with a dotted underline have a quick explanation: hover or tap. Glossary