--- title: "moby vs langchain-production-starter" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/moby-moby-vs-steamship-core-langchain-production-starter" tools: ["moby-moby", "steamship-core-langchain-production-starter"] --- # moby vs langchain-production-starter *GraphCanon updated Jul 12, 2026* ## Verdict Pick moby when moby is primarily Go; langchain-production-starter is Python; pick langchain-production-starter when langchain-production-starter is primarily Python; moby is Go. [moby](https://mobyproject.org/) reports 72k GitHub stars, 19k forks, and 3.8k open issues, last pushed Jul 10, 2026. [langchain-production-starter](https://github.com/steamship-core/langchain-production-starter) has 477 stars, 560 forks, and 4 open issues, last pushed Jul 27, 2023. Figures are from public GitHub metadata via [moby's repository](https://github.com/moby/moby) and [langchain-production-starter's repository](https://github.com/steamship-core/langchain-production-starter). | | [moby](/tools/moby-moby.md) | [langchain-production-starter](/tools/steamship-core-langchain-production-starter.md) | | --- | --- | --- | | Tagline | The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems | Deploy LangChain Agents and connect them to Telegram | | Stars | 71,899 | 477 | | Forks | 19,126 | 560 | | Open issues | 3,821 | 4 | | Language | Go | Python | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | - | | Categories | Developer Tools, Inference & Serving, LLM Frameworks | AI Agents, Inference & Serving, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [moby](/tools/moby-moby.md) | [langchain-production-starter](/tools/steamship-core-langchain-production-starter.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Dormant (18%) | | Days since push | 1d | 1079d | | Open issues (now) | 3.8k | 4 | | Security scan | No criticals | 38 low (38 low) | | Full report | [trust report](/tools/moby-moby/trust.md) | [trust report](/tools/steamship-core-langchain-production-starter/trust.md) | ## Choose when ### Choose moby if… - moby is primarily Go; langchain-production-starter is Python. - Tags unique to moby: containers, docker, go, golang. - Also covers Developer Tools. - moby ships Docker support for self-hosted deployment. ### Choose langchain-production-starter if… - langchain-production-starter is primarily Python; moby is Go. - Tags unique to langchain-production-starter: chatbot, gpt4, langchain, langchain-python. - Also covers AI Agents. ## When NOT to use moby - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. - Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## When NOT to use langchain-production-starter - Last GitHub push was 1080 days ago (dormant maintenance, Jul 27, 2023). Validate activity before betting a new project on langchain-production-starter. - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## Common questions ### What is the difference between moby and langchain-production-starter? moby: The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems. 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 moby over langchain-production-starter? Choose moby over langchain-production-starter when moby is primarily Go; langchain-production-starter is Python; Tags unique to moby: containers, docker, go, golang; Also covers Developer Tools; moby ships Docker support for self-hosted deployment. ### When should I choose langchain-production-starter over moby? Choose langchain-production-starter over moby when langchain-production-starter is primarily Python; moby is Go; Tags unique to langchain-production-starter: chatbot, gpt4, langchain, langchain-python; Also covers AI Agents. ### When should I avoid moby? Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### When should I avoid langchain-production-starter? Last GitHub push was 1080 days ago (dormant maintenance, Jul 27, 2023). Validate activity before betting a new project on langchain-production-starter. AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### Is moby or langchain-production-starter more popular on GitHub? moby has more GitHub stars (71,899 vs 477). Stars measure visibility, not whether either tool fits your constraints. ### Are moby and langchain-production-starter open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to moby or langchain-production-starter? GraphCanon lists graph-backed alternatives at [moby alternatives](/tools/moby-moby/alternatives) and [langchain-production-starter alternatives](/tools/steamship-core-langchain-production-starter/alternatives) ([moby markdown twin](/tools/moby-moby/alternatives.md), [langchain-production-starter markdown twin](/tools/steamship-core-langchain-production-starter/alternatives.md)), 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](/compare/moby-moby-vs-steamship-core-langchain-production-starter.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, moby or langchain-production-starter? moby: 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 moby and langchain-production-starter? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [moby trust report](/tools/moby-moby/trust); [langchain-production-starter trust report](/tools/steamship-core-langchain-production-starter/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=moby-moby`](/api/graphcanon/graph?tool=moby-moby) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_