Open-source, AI-native apps that run entire departments — mapped to the role & industry they replace. 12 departments · 12 industries · 52 verified tools · one-command deploys. Self-hostable, provider-neutral, offline-capable.

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8 Open Issues Need Help Last updated: Jul 1, 2026

Open Issues Need Help

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good first issue app-suggestion

Open-source, AI-native apps that run entire departments — mapped to the role & industry they replace. 12 departments · 12 industries · 52 verified tools · one-command deploys. Self-hostable, provider-neutral, offline-capable.

Python
#agentic-ai#ai#ai-agents#ai-erp#ai-native#ai-tools#automation#awesome-list#directory#llm#llm-apps#no-code#ollama#open-source#open-source-ai#rag#self-hosted#self-hosted-ai#startup#vertical-ai
good first issue app-suggestion

Open-source, AI-native apps that run entire departments — mapped to the role & industry they replace. 12 departments · 12 industries · 52 verified tools · one-command deploys. Self-hostable, provider-neutral, offline-capable.

Python
#agentic-ai#ai#ai-agents#ai-erp#ai-native#ai-tools#automation#awesome-list#directory#llm#llm-apps#no-code#ollama#open-source#open-source-ai#rag#self-hosted#self-hosted-ai#startup#vertical-ai
good first issue app-suggestion

Open-source, AI-native apps that run entire departments — mapped to the role & industry they replace. 12 departments · 12 industries · 52 verified tools · one-command deploys. Self-hostable, provider-neutral, offline-capable.

Python
#agentic-ai#ai#ai-agents#ai-erp#ai-native#ai-tools#automation#awesome-list#directory#llm#llm-apps#no-code#ollama#open-source#open-source-ai#rag#self-hosted#self-hosted-ai#startup#vertical-ai
good first issue verification

Open-source, AI-native apps that run entire departments — mapped to the role & industry they replace. 12 departments · 12 industries · 52 verified tools · one-command deploys. Self-hostable, provider-neutral, offline-capable.

Python
#agentic-ai#ai#ai-agents#ai-erp#ai-native#ai-tools#automation#awesome-list#directory#llm#llm-apps#no-code#ollama#open-source#open-source-ai#rag#self-hosted#self-hosted-ai#startup#vertical-ai
good first issue verification

Open-source, AI-native apps that run entire departments — mapped to the role & industry they replace. 12 departments · 12 industries · 52 verified tools · one-command deploys. Self-hostable, provider-neutral, offline-capable.

Python
#agentic-ai#ai#ai-agents#ai-erp#ai-native#ai-tools#automation#awesome-list#directory#llm#llm-apps#no-code#ollama#open-source#open-source-ai#rag#self-hosted#self-hosted-ai#startup#vertical-ai
good first issue verification

Open-source, AI-native apps that run entire departments — mapped to the role & industry they replace. 12 departments · 12 industries · 52 verified tools · one-command deploys. Self-hostable, provider-neutral, offline-capable.

Python
#agentic-ai#ai#ai-agents#ai-erp#ai-native#ai-tools#automation#awesome-list#directory#llm#llm-apps#no-code#ollama#open-source#open-source-ai#rag#self-hosted#self-hosted-ai#startup#vertical-ai
good first issue verification

Open-source, AI-native apps that run entire departments — mapped to the role & industry they replace. 12 departments · 12 industries · 52 verified tools · one-command deploys. Self-hostable, provider-neutral, offline-capable.

Python
#agentic-ai#ai#ai-agents#ai-erp#ai-native#ai-tools#automation#awesome-list#directory#llm#llm-apps#no-code#ollama#open-source#open-source-ai#rag#self-hosted#self-hosted-ai#startup#vertical-ai
good first issue verification

Open-source, AI-native apps that run entire departments — mapped to the role & industry they replace. 12 departments · 12 industries · 52 verified tools · one-command deploys. Self-hostable, provider-neutral, offline-capable.

Python
#agentic-ai#ai#ai-agents#ai-erp#ai-native#ai-tools#automation#awesome-list#directory#llm#llm-apps#no-code#ollama#open-source#open-source-ai#rag#self-hosted#self-hosted-ai#startup#vertical-ai