--- title: "simulate-sdk vs learn-claude-code" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/future-agi-simulate-sdk-vs-shareai-lab-learn-claude-code" tools: ["future-agi-simulate-sdk", "shareai-lab-learn-claude-code"] --- # simulate-sdk vs learn-claude-code *GraphCanon updated Jul 11, 2026* ## Verdict Pick simulate-sdk when license: simulate-sdk is Apache-2.0, learn-claude-code is MIT; pick learn-claude-code when license: learn-claude-code is MIT, simulate-sdk is Apache-2.0. [simulate-sdk](https://app.futureagi.com) reports 59 GitHub stars, 5 forks, and 0 open issues, last pushed Jun 30, 2026. [learn-claude-code](https://learn.shareai.run) has 71k stars, 12k forks, and 62 open issues, last pushed Jun 26, 2026. Figures are from public GitHub metadata via [simulate-sdk's repository](https://github.com/future-agi/simulate-sdk) and [learn-claude-code's repository](https://github.com/shareAI-lab/learn-claude-code). | | [simulate-sdk](/tools/future-agi-simulate-sdk.md) | [learn-claude-code](/tools/shareai-lab-learn-claude-code.md) | | --- | --- | --- | | Tagline | Enterprise Grade, Voice AI simulation SDK for testing your AI Agents | Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1 | | Stars | 59 | 70,653 | | Forks | 5 | 11,506 | | Open issues | 0 | 62 | | Language | Python | Python | | Adopt for | - | Learn-Claude-Code is a minimalistic development tool leveraging Bash and Python to build an agent harness inspired by Claude coding concepts. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT License | | Categories | AI Agents, Developer Tools, Speech & Audio | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [simulate-sdk](/tools/future-agi-simulate-sdk.md) | [learn-claude-code](/tools/shareai-lab-learn-claude-code.md) | | --- | --- | --- | | Days since push | 11d | 14d | | Open issues (now) | 0 | 62 | | Security scan | No criticals | No lockfile | | Full report | [trust report](/tools/future-agi-simulate-sdk/trust.md) | [trust report](/tools/shareai-lab-learn-claude-code/trust.md) | ## Decision facts: learn-claude-code - **Requirements:** Min 1 GB RAM - **Adopt for:** Learn-Claude-Code is a minimalistic development tool leveraging Bash and Python to build an agent harness inspired by Claude coding concepts. - **License detail:** MIT License ## Choose when ### Choose simulate-sdk if… - License: simulate-sdk is Apache-2.0, learn-claude-code is MIT. - Tags unique to simulate-sdk: agentic-ai, ai-agents, evaluation, simulate. - Also covers Speech & Audio. ### Choose learn-claude-code if… - License: learn-claude-code is MIT, simulate-sdk is Apache-2.0. - Requirements: Min 1 GB RAM. - Tags unique to learn-claude-code: agent-development, ai-agent, claude-code, educational. - When you prefer leveraging both Bash scripting and Python for developing AI agents. ## When NOT to use simulate-sdk - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## When NOT to use learn-claude-code - For projects requiring extensive front-end integration with complex UI frameworks as Learn-Claude-Code focuses on backend scripting and Python. - If your project needs a fully-fledged development suite; Learn-Claude-Code offers a more streamlined, educational approach rather than comprehensive feature-rich suites. ## Common questions ### What is the difference between simulate-sdk and learn-claude-code? simulate-sdk: Enterprise Grade, Voice AI simulation SDK for testing your AI Agents. learn-claude-code: Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1. See the comparison table for live GitHub stats and shared categories. ### When should I choose simulate-sdk over learn-claude-code? Choose simulate-sdk over learn-claude-code when License: simulate-sdk is Apache-2.0, learn-claude-code is MIT; Tags unique to simulate-sdk: agentic-ai, ai-agents, evaluation, simulate; Also covers Speech & Audio. ### When should I choose learn-claude-code over simulate-sdk? Choose learn-claude-code over simulate-sdk when License: learn-claude-code is MIT, simulate-sdk is Apache-2.0; Requirements: Min 1 GB RAM; Tags unique to learn-claude-code: agent-development, ai-agent, claude-code, educational; When you prefer leveraging both Bash scripting and Python for developing AI agents. ### When should I avoid simulate-sdk? AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### When should I avoid learn-claude-code? For projects requiring extensive front-end integration with complex UI frameworks as Learn-Claude-Code focuses on backend scripting and Python. If your project needs a fully-fledged development suite; Learn-Claude-Code offers a more streamlined, educational approach rather than comprehensive feature-rich suites. ### Is simulate-sdk or learn-claude-code more popular on GitHub? learn-claude-code has more GitHub stars (70,653 vs 59). Stars measure visibility, not whether either tool fits your constraints. ### Are simulate-sdk and learn-claude-code open source? Yes - both are open-source projects on GitHub (simulate-sdk: Apache-2.0, learn-claude-code: MIT). ### Where can I find alternatives to simulate-sdk or learn-claude-code? GraphCanon lists graph-backed alternatives at [simulate-sdk alternatives](/tools/future-agi-simulate-sdk/alternatives) and [learn-claude-code alternatives](/tools/shareai-lab-learn-claude-code/alternatives) ([simulate-sdk markdown twin](/tools/future-agi-simulate-sdk/alternatives.md), [learn-claude-code markdown twin](/tools/shareai-lab-learn-claude-code/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/future-agi-simulate-sdk-vs-shareai-lab-learn-claude-code.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, simulate-sdk or learn-claude-code? simulate-sdk: Active. learn-claude-code: 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 simulate-sdk and learn-claude-code? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [simulate-sdk trust report](/tools/future-agi-simulate-sdk/trust); [learn-claude-code trust report](/tools/shareai-lab-learn-claude-code/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=future-agi-simulate-sdk`](/api/graphcanon/graph?tool=future-agi-simulate-sdk) - 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/_