Comparison
langchain-production-starter vs agent-kernel
Verdict
Pick langchain-production-starter if langchain-production-starter offers a Python-based starter kit for deploying LangChain agents and integrating them with Telegram; pick agent-kernel if agent-kernel provides an operating system for scalable enterprise AI agents, supporting deployment and orchestration at scale with native integration support for MCP and A2A.
Markdown twin · langchain-production-starter alternatives · agent-kernel alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | langchain-production-starter | agent-kernel |
|---|---|---|
| Maintenance | Dormant (1114d since push) As of 1w · github_public_v1 | Very active (2d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1w · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | Published findings As of 1mo · osv@v1 | No lockfile (source not queried) 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
- langchain-production-starter
- Deploy LangChain Agents and connect them to Telegram
- agent-kernel
- The Operating System for Scalable Enterprise AI Agents
Stars
- langchain-production-starter
- 477
- agent-kernel
- 113
Forks
- langchain-production-starter
- 557
- agent-kernel
- 60
Open issues
- langchain-production-starter
- 4
- agent-kernel
- 128
Language
- langchain-production-starter
- Python
- agent-kernel
- Python
Adopt for
- langchain-production-starter
- langchain-production-starter offers a Python-based starter kit for deploying LangChain agents and integrating them with Telegram.
- agent-kernel
- Agent-kernel provides an operating system for scalable enterprise AI agents, supporting deployment and orchestration at scale with native integration support for MCP and A2A.
Persona
- langchain-production-starter
- -
- agent-kernel
- -
Runtime
- langchain-production-starter
- -
- agent-kernel
- -
License
- langchain-production-starter
- -
- agent-kernel
- Apache-2.0
Last pushed
- langchain-production-starter
- Jul 27, 2023
- agent-kernel
- Aug 7, 2026
Categories
- langchain-production-starter
- AI Agents
- agent-kernel
- AI Agents
Trust and health
Maintenance
- langchain-production-starter
- Dormant (18%)
- agent-kernel
- Very active (96%)
Days since push
- langchain-production-starter
- 1114d
- agent-kernel
- 2d
Open issues (now)
- langchain-production-starter
- 4
- agent-kernel
- 128
Stars delta
- langchain-production-starter
- 0 (30d)
- agent-kernel
- Unknown
Open issues delta
- langchain-production-starter
- 0 (30d)
- agent-kernel
- Unknown
OSV dependency advisories
- langchain-production-starter
- Published findings
- agent-kernel
- No lockfile (source not queried)
Full report
- langchain-production-starter
- Trust report
- agent-kernel
- Trust report
Shared compatibility
- Python · langchain-production-starter: Python runtime · agent-kernel: Python runtime
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.
- More GitHub stars (477 vs 113) - visibility, not fit.
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.
Choose agent-kernel if…
- Requirements: It requires Python versions between 3.12 and 3.13.x.; Supports deployment to various environments such as AWS Lambda, ECS, Azure Functions, or Container Apps via one Terraform module..
- Tags unique to agent-kernel: a2a, adk, aws, azure.
- If you require seamless scalability across different cloud providers like AWS and Azure without lock-in or rewrites.
When NOT to use agent-kernel
- If your project is confined to a single, specific AI framework which doesn't require the flexibility Agent-kernel offers.
- When you do not have Python version 3.12 - 3.13.x, as it's the required runtime environment.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- 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 (yaalalabs/agent-kernel) · observed Aug 9, 2026
- GitHub forks (yaalalabs/agent-kernel) · observed Aug 9, 2026
- Last push (yaalalabs/agent-kernel) · observed Aug 7, 2026
- License file (Apache-2.0) · observed Aug 9, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: langchain-production-starter 477 · agent-kernel 113 (synced Aug 14, 2026).
Common questions
- What is the difference between langchain-production-starter and agent-kernel?
- langchain-production-starter: Deploy LangChain Agents and connect them to Telegram. agent-kernel: The Operating System for Scalable Enterprise AI Agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose langchain-production-starter over agent-kernel?
- Choose langchain-production-starter over agent-kernel 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; More GitHub stars (477 vs 113) - visibility, not fit.
- When should I choose agent-kernel over langchain-production-starter?
- Choose agent-kernel over langchain-production-starter when Requirements: It requires Python versions between 3.12 and 3.13.x.; Supports deployment to various environments such as AWS Lambda, ECS, Azure Functions, or Container Apps via one Terraform module.; Tags unique to agent-kernel: a2a, adk, aws, azure; If you require seamless scalability across different cloud providers like AWS and Azure without lock-in or rewrites.
- 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.
- When should I avoid agent-kernel?
- If your project is confined to a single, specific AI framework which doesn't require the flexibility Agent-kernel offers. When you do not have Python version 3.12 - 3.13.x, as it's the required runtime environment.
- Is langchain-production-starter or agent-kernel more popular on GitHub?
- langchain-production-starter has more GitHub stars (477 vs 113). Stars measure visibility, not whether either tool fits your constraints.
- Are langchain-production-starter and agent-kernel open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to langchain-production-starter or agent-kernel?
- GraphCanon lists graph-backed alternatives at langchain-production-starter alternatives and agent-kernel alternatives (langchain-production-starter markdown twin, agent-kernel 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, langchain-production-starter or agent-kernel?
- langchain-production-starter: Dormant. agent-kernel: Very active. 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 langchain-production-starter and agent-kernel?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: langchain-production-starter trust report; agent-kernel trust report.