AI agent starters · Rank #47

C

openagent

Grade C: derived only from the two verdicts below. How grades work

What if OpenAI Deep Research and Dify were one platform? OpenAgent — harness architecture for rapidly building vertical AI agents, with deep reasoning loops, visual workflows, RAG, and A2A delegation.

Slowing1 major behindFree

Why this verdict

How we check →
  • No commits in 90 days; last commit 93 days ago. receipt ↗
  • Latest release v1.1.4, 125 days ago. receipt ↗
  • OpenAI SDK 2 declared; latest is 3 (1 major behind). receipt ↗
  • On current major: Celery, Flask, LangChain, NumPy, Pydantic, SQLAlchemy. receipt ↗

Snapshot: commit 4013ab2 on main, checked 2026-10-19 06:43 UTC. Receipts link to files at this exact commit.

Dependency freshness

PackageDeclaredLatestStatus
OpenAI SDK openai2.24.03.35.11 major behind
Celery celery5.5.25.6.3Current
Flask flask3.1.33.1.3Current
LangChain langchain1.2.181.4.6Current
LangGraph langgraph1.1.101.2.16Current
NumPy numpy2.4.22.5.4Current
Pydantic pydantic2.12.52.14.1Current
SQLAlchemy sqlalchemy2.0.482.1.5Current

Declared = lowest version the kit's dependency file (package.json, pyproject.toml or requirements.txt) allows. Latest = the npm "latest" tag or the newest PyPI release. TypeScript, the Stripe SDK, FastAPI and other 0.x packages are shown but not counted in the verdict.

What's in the stack

Framework
Flask
API layer
Pydantic, Celery
Testing
pytest

Detected from declared dependencies. A listed package means it's installed, not necessarily fully wired up.

What the README says you get

  • AI
    Natural-language app creationturn natural-language requirements into new AI app creation flows
  • AI
    Retrieval-augmented generationconnect retrieval to agents and workflows
  • AI
    App workspaceBuild and manage AI apps from a dedicated workspace
  • AI
    Version and prompt comparisondraft, publish, analysis, version comparison, and prompt comparison flows
  • API
    OpenAPI chat endpointExpose published apps over REST and SSE through `POST /api/openapi/chat`
  • Data
    Dataset and document managementManage datasets, upload documents, inspect segments
  • Deploy
    Docker Compose stackStart the Docker stack
  • Other
    Public app store viewsBrowse public apps, tools, and workflows through store-style views
  • Testing
    Automated backend and frontend testsThe repository already includes automated backend and frontend tests
  • UI
    Visual workflow editorDesign workflows visually with nodes for LLMs, tool calls, dataset retrieval

Extracted from the kit's README by a local AI model (deepseek-flash) on Sep 29, 2026. Every item is checked against an exact README quote; 4 unverifiable items were discarded. A README claim is the maker's description, not something we tested.

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History

Sep 29, 2026 → Oct 19, 2026. One square per check, colored by maintenance status. Hover for details.

Show as a table
DateMaintenanceDependenciesCommits (90d)
Oct 19, 2026Slowing1 major behind0
Oct 12, 2026Steady1 major behind1
Sep 29, 2026Steady1 major behind1

Sources

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