Comparison
agent-framework vs langchain-production-starter
Verdict
Pick agent-framework if the agent-framework provides tools for developers to build and deploy AI agents and multi-agent workflows in Python and .NET environments; pick langchain-production-starter if langchain-production-starter offers a Python-based starter kit for deploying LangChain agents and integrating them with Telegram.
Markdown twin · agent-framework alternatives · langchain-production-starter alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | agent-framework | langchain-production-starter |
|---|---|---|
| Maintenance | Very active (0d since push) As of 2w · github_public_v1 | Dormant (1114d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 1w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | Published findings As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- agent-framework
- Framework for building and deploying AI agents and multi-agent workflows
- langchain-production-starter
- Deploy LangChain Agents and connect them to Telegram
Stars
- agent-framework
- 13k
- langchain-production-starter
- 477
Forks
- agent-framework
- 2.1k
- langchain-production-starter
- 557
Open issues
- agent-framework
- 685
- langchain-production-starter
- 4
Language
- agent-framework
- Python
- langchain-production-starter
- Python
Adopt for
- agent-framework
- The agent-framework provides tools for developers to build and deploy AI agents and multi-agent workflows in Python and .NET environments.
- langchain-production-starter
- langchain-production-starter offers a Python-based starter kit for deploying LangChain agents and integrating them with Telegram.
Persona
- agent-framework
- -
- langchain-production-starter
- -
Runtime
- agent-framework
- -
- langchain-production-starter
- -
License
- agent-framework
- MIT
- langchain-production-starter
- -
Last pushed
- agent-framework
- Aug 10, 2026
- langchain-production-starter
- Jul 27, 2023
Categories
- agent-framework
- AI Agents, Developer Tools
- langchain-production-starter
- AI Agents
Trust and health
Maintenance
- agent-framework
- Very active (96%)
- langchain-production-starter
- Dormant (18%)
Days since push
- agent-framework
- 0d
- langchain-production-starter
- 1114d
Open issues (now)
- agent-framework
- 685
- langchain-production-starter
- 4
Stars delta
- agent-framework
- Unknown
- langchain-production-starter
- 0 (30d)
Open issues delta
- agent-framework
- Unknown
- langchain-production-starter
- 0 (30d)
OSV dependency advisories
- agent-framework
- No lockfile (source not queried)
- langchain-production-starter
- Published findings
Full report
- agent-framework
- Trust report
- langchain-production-starter
- Trust report
Shared compatibility
- Python · agent-framework: Python runtime · langchain-production-starter: Python runtime
Choose agent-framework if…
- Requirements: Python version 3.6 or newer is required for Python installations.; The .NET Core SDK must be installed for utilizing the .NET packages..
- Tags unique to agent-framework: agent-framework, agentic-ai, agents, multi-agent.
- Also covers Developer Tools.
- Choose agent-framework if your project requires support for both Python and .NET, allowing you to develop across different ecosystems.
When NOT to use agent-framework
- Avoid using the agent-framework if your team does not have proficiency in either Python or.NET, as this may cause difficulties in leveraging its features effectively.
- Do not opt for agent-framework if you only need lightweight support for AI agents without a comprehensive orchestration and deployment framework.
Choose langchain-production-starter if…
- Tags unique to langchain-production-starter: chatbot, gpt4, langchain, langchain-python.
- - You require integration of your AI chatbot with the Telegram platform, as this tool specifically includes instructions to fetch a Telegram key for such integration.
- Leaner open-issue backlog (4).
When NOT to use langchain-production-starter
- - If you are not using Python as your primary language since the repository requires installing dependencies with 'pip', making it less suitable if your development is in another language.
- - Projects that do not require Telegram integration can find this starter kit less relevant, as a significant portion of its setup guide focuses on connecting to Telegram.
- - If you need to deploy agents without any social media or messaging platform integrations.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (microsoft/agent-framework) · observed Aug 11, 2026
- GitHub forks (microsoft/agent-framework) · observed Aug 11, 2026
- Last push (microsoft/agent-framework) · observed Aug 10, 2026
- License file (MIT) · observed Aug 11, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (steamship-core/langchain-production-starter) · observed Aug 14, 2026
- GitHub forks (steamship-core/langchain-production-starter) · observed Aug 14, 2026
- Last push (steamship-core/langchain-production-starter) · observed Jul 27, 2023
- License file (unknown) · observed Aug 14, 2026
- Decision facts (enrichment) · observed Jul 14, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agent-framework 13k · langchain-production-starter 477 (synced Aug 11, 2026).
Common questions
- What is the difference between agent-framework and langchain-production-starter?
- agent-framework: Framework for building and deploying AI agents and multi-agent workflows. langchain-production-starter: Deploy LangChain Agents and connect them to Telegram. See the comparison table for live GitHub stats and shared categories.
- When should I choose agent-framework over langchain-production-starter?
- Choose agent-framework over langchain-production-starter when Requirements: Python version 3.6 or newer is required for Python installations.; The .NET Core SDK must be installed for utilizing the .NET packages.; Tags unique to agent-framework: agent-framework, agentic-ai, agents, multi-agent; Also covers Developer Tools; Choose agent-framework if your project requires support for both Python and .NET, allowing you to develop across different ecosystems.
- When should I choose langchain-production-starter over agent-framework?
- Choose langchain-production-starter over agent-framework when Tags unique to langchain-production-starter: chatbot, gpt4, langchain, langchain-python; - You require integration of your AI chatbot with the Telegram platform, as this tool specifically includes instructions to fetch a Telegram key for such integration; Leaner open-issue backlog (4).
- When should I avoid agent-framework?
- Avoid using the agent-framework if your team does not have proficiency in either Python or.NET, as this may cause difficulties in leveraging its features effectively. Do not opt for agent-framework if you only need lightweight support for AI agents without a comprehensive orchestration and deployment framework.
- When should I avoid langchain-production-starter?
- - If you are not using Python as your primary language since the repository requires installing dependencies with 'pip', making it less suitable if your development is in another language. - Projects that do not require Telegram integration can find this starter kit less relevant, as a significant portion of its setup guide focuses on connecting to Telegram. - If you need to deploy agents without any social media or messaging platform integrations.
- Is agent-framework or langchain-production-starter more popular on GitHub?
- agent-framework has more GitHub stars (12,718 vs 477). Stars measure visibility, not whether either tool fits your constraints.
- Are agent-framework and langchain-production-starter open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to agent-framework or langchain-production-starter?
- GraphCanon lists graph-backed alternatives at agent-framework alternatives and langchain-production-starter alternatives (agent-framework markdown twin, langchain-production-starter markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, agent-framework or langchain-production-starter?
- agent-framework: Very active. langchain-production-starter: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for agent-framework and langchain-production-starter?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agent-framework trust report; langchain-production-starter trust report.