Ross ROSS = Recommend OSS · open-source software intelligence for agents

julep-ai/julep

Julep — durable, composable AI agents. Flows that crash and resume, retry safely, and explain every step. observed · 2026-08-28

github.com/julep-ai/julep · homepage · Python · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

68/100

  • Activity 96
  • Release rhythm 35
  • Longevity 62

Flags: no_releases

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 881
  • days_rel: n/a
  • days_push: 27
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

6591 stars · 970 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Julep is an open-source framework and platform for building durable, composable AI agents as dataflows that can crash, resume, retry, and explain every step. It includes a Python SDK, a Node.js SDK, a Temporal-backed workflow engine, long-term memory, MCP integration, and a self-hosted OpenAI Responses API-compatible server.

Use cases

  • build ai agents that remember past interactions
  • run long-running multi-step llm workflows that survive crashes
  • orchestrate parallel branches and tool calls in an agent pipeline
  • self-host an openai responses api compatible server
  • connect agents to mcp servers and external tools
  • add retries and timeouts to llm tool calls
  • create stateful chatbot sessions with persistent memory

When to choose

  • you need durable, resumable agent workflows rather than simple prompt chains
  • you want long-term memory and stateful sessions across interactions
  • you need strict control over which tools an llm may call
  • you want a self-hosted, open-source alternative to managed agent platforms

When to avoid

  • you only need a single prompt-to-response llm call with no state
  • you cannot operate the Temporal/PostgreSQL infrastructure the platform relies on
  • you need a fully stable 1.0-style API and cannot tolerate release-candidate changes

Facets

framework · maturity active

agent-framework workflow-automation llm-inference mcp webhook scheduling large-language-models developer-tools self-hosted python self-hosted cross-platform durable-execution temporal ai-workflows long-term-memory tool-calling open-responses-api multi-step-tasks ai-agents automation nodejs docker

8 sources

Member repositories

RepositoryRoleHealth v2
julep-ai/julepmain68

For agents

markdown · JSON · MCP: product_card(name="julep-ai/julep")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem