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Suit Shop
Thousands of parallel agents for entire business functions
3 followers
Thousands of parallel agents for entire business functions
3 followers
Define your business goal - software dev, inventory, product discovery. Suit Shop runs forever, spawning parallel agents that compete, explore, and improve continuously without stopping.
Hey Product Hunt,
I'm Max, founder of Pinstripes.
What we're launching today🚀
Suit Shop is an open-source agent orchestrator for running thousands of parallel agents that solve problems through self-directed exploration. It's a free TUI dashboard to visualize and control your agent swarms.
Today's the day we stop trying to make one model smarter. Instead, we're making inference cheap enough that you can run hundreds of agents simultaneously, let them explore in parallel, and let them moderate each other toward reliable solutions.
Get started free at https://github.com/pinstripes-ai/suit-shop (fully open source)
Try Pinstripes Warp at https://pinstripes.io ($5/month for 4B+ monthly tokens—no rate limits, millisecond latency)
Why this matters❓
We've been chasing the wrong metric. It's not just about making one LLM smarter. It's also about making inference so cheap and fast that you can afford to think differently: run dozens of agents exploring the same problem space in parallel, implement beam search across entire reasoning trees, prune branches where agents disagree, and let the swarm converge on reliable answers.
But this only works if three things are true:
Inference is absurdly cheap
Inference is fast enough that latency doesn't kill parallelism
You can actually orchestrate thousands of agents without drowning
How we're building it
🔷 Suits Agent Orchestrator
Run 1,000+ agents in parallel across arbitrary agent hierarchies
Beam search primitives built-in: spawn agents, let them race, evolve, prune losers
Real-time TUI: watch 10+ levels of task trees unfold, see agent states at every level
Specialized agent archetypes (Implementer, Critic, Tester, Scout, Synthesizer) that naturally disagree and correct each other
Live agent communication: broadcast commands to swarms mid-execution
Task evolution: agents can spawn sub-agents, creating adaptive hierarchies
Built for self-moderation: agents die when they're wrong, succeed when they're right
🔷 Pinstripes Warp Inference
$5/month for 4 billion tokens
Millisecond latency
Growing range of models: GLM, Kimi, DeepSeek, Qwen, whatever
No vendor lock-in: use it with Pinstripes or any OpenAI API provider
🔷 The Economics of Intelligence
Previously: 1 expensive model trying to be perfect = brittle
Now: 1000 cheap models checking each other = reliable
Agent cost: fractions of a cent per task
System reliability: emerges from competition between agents
Where we're headed ✨
This is how AI systems will actually work at scale. Not through prompt engineering, not through bigger models, but through swarm problem-solving: cheap, parallel exploration + rapid feedback loops + self-moderation.
We're building:
Adaptive agent pools that evolve what archetypes are spawned based on task type
Cross-agent learning: agents teaching each other which strategies work
Distributed consensus mechanisms: swarms that vote on answers before committing
Multi-objective optimization built into the orchestrator
Support for arbitrary agent hierarchies and task decomposition
Real-time agent introspection: watch agents think in parallel, understand why they diverge
The agent orchestrator will always be free and open source. This is foundational infrastructure. We're not gatekeeping the future of AI problem-solving.
Why now❓
For years, this was theoretically interesting but economically impossible. Running 100 agents to solve one problem? That'd bankrupt you. But inference costs have collapsed, and Pinstripes is pushing them even further: $5/month changes everything. It's finally cheap enough to think in swarms.
The agents themselves are good enough to be useful but imperfect enough to need the swarm. Perfectly timed.
Fair warnings
This is young. We're shipping the core orchestrator today, but there's a ton of future work
Task evolution and adaptive hierarchies are on the roadmap but not fully here yet
Agent self-moderation is emergent from cheap parallelism, not a solved problem yet—we're learning as we scale
The TUI is ridiculous fun to watch, but honestly it's mostly for understanding what's happening; production uses won't stare at dashboards
Come build with us
The orchestrator is open source. Contributions welcome. Pinstripes Warp is available today. Spin up a 1000-agent swarm on a $5/month inference budget and tell us what breaks.
We're betting that the future of AI isn't one superintelligence. It's many cheap agents checking each other toward something reliable.
Welcome to the swarm.
We're also considering some new features, community input on them would be great, here are a few, let us know what we should prioritise:
Managed Sshop Cloud — One-click hosted instances using Pinstripes' excess compute
Conversational Multimodal — TTS, voice input, image generation, transcription to make Suit Shop more enjoyable to talk to through connected apps
Better browser automation — Vision-capable with multi-step workflows, failure recovery etc
Community Orchestrations Gallery — Public examples with one-click fork
Knowledge Graph Visualisation — Better representation of Suit Shop's knowledge graph, UI for pruning or temporarily lobotomising your agents?
Better Usage/Analytics Dashboard — Success rates, costs, performance, error patterns
More Chat Platforms — Teams, Matrix, Mastodon, Mattermost, IRC
Agent Testing Framework — Record/playback, snapshot testing, CI/CD hooks
Orchestration SDKs — Python, JavaScript, Rust client libraries
No-Code Builder — Drag-and-drop orchestrations for non-engineers
Web GUI?
We are, of course, also interested in any ideas or contributions you may have/want to make!
We also have a Discord server - https://discord.gg/BFmywfGaVd
Suit shop fully integrates into the apps you already use, give instructions and chat through Discord, Slack, Telegram and Whatsapp to keep things moving while you're on the go as Headless Suit Shop does the dirty work on a remote machine.