Distributed AI swarm runtime for complex developer tasks.
devsper turns any task into a DAG of specialized AI agents — planning, executing, and synthesizing in parallel. Built for developers who need more than a chatbot.
pip install devsper
devsper run "Research the top AI papers this week and draft a newsletter"⣾ Planning... spawning 5 agents
✓ research_agent found 847 papers 2.1s
✓ filter_agent shortlisted top 5 1.8s
✓ summarizer_1 GPT-4o summaries done 3.2s
✓ summarizer_2 Claude summaries done 2.9s
✓ writer_agent newsletter.md written 4.1s
Complete in 12.4s · $0.08 · 5 agents
| repo | description |
|---|---|
| devsper-com/runtime | Python runtime + Rust worker — the OSS core |
| devsper-com/registry | Plugin registry — PyPI-compatible, self-hostable |
| devsper-com/platform | Hosted platform — managed swarms, projects, nodes |
- DAG execution — tasks run in parallel where possible, in order where required
- Persistent memory — agents remember across runs, vector search over past context
- Plugin ecosystem — extend with tools from the registry or build your own
- Self-healing — failed tasks are diagnosed and retried with a different strategy
- Distributed — scale across nodes with the Rust worker and Redis bus
- Run intelligence — cost tracking, critical path analysis, bottleneck detection