--- title: "CL4R1T4S vs agents-towards-production" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/elder-plinius-cl4r1t4s-vs-nirdiamant-agents-towards-production" tools: ["elder-plinius-cl4r1t4s", "nirdiamant-agents-towards-production"] --- # CL4R1T4S vs agents-towards-production *GraphCanon updated Aug 18, 2026* ## Verdict Pick CL4R1T4S if cL4R1T4S provides leaked system prompts for evaluating transparency and accessibility of various AI chat systems; pick agents-towards-production if agents-towards-production is an open-source project focused on providing comprehensive, step-by-step tutorials for developing AI agents from the prototype stage to enterprise-ready deployment. This guide includes best-pr. [CL4R1T4S](https://github.com/elder-plinius/CL4R1T4S) reports 46k GitHub stars, 9.5k forks, and 122 open issues, last pushed Jul 24, 2026. [agents-towards-production](https://diamant-ai.com) has 21k stars, 2.8k forks, and 15 open issues, last pushed Aug 15, 2026. Figures are from public GitHub metadata via [CL4R1T4S's repository](https://github.com/elder-plinius/CL4R1T4S) and [agents-towards-production's repository](https://github.com/NirDiamant/agents-towards-production). | | [CL4R1T4S](/tools/elder-plinius-cl4r1t4s.md) | [agents-towards-production](/tools/nirdiamant-agents-towards-production.md) | | --- | --- | --- | | Tagline | Leaked system prompts for various AI agents include ChatGPT, Claude, Gemini among others emphasizing transparency and access. | End-to-end, code-first tutorials for building production-grade GenAI agents | | Stars | 46,435 | 21,298 | | Forks | 9,474 | 2,824 | | Open issues | 122 | 15 | | Language | - | Jupyter Notebook | | Adopt for | CL4R1T4S provides leaked system prompts for evaluating transparency and accessibility of various AI chat systems. | agents-towards-production is an open-source project focused on providing comprehensive, step-by-step tutorials for developing AI agents from the prototype stage to enterprise-ready deployment. This guide includes best-pr | | Persona | - | - | | Runtime | - | - | | License | AGPL-3.0 | Other | | Categories | AI Agents, Evaluation & Observability | AI Agents | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [CL4R1T4S](/tools/elder-plinius-cl4r1t4s.md) | [agents-towards-production](/tools/nirdiamant-agents-towards-production.md) | | --- | --- | --- | | Days since push | 2d | 3d | | Open issues (now) | 122 | 15 | | Stars delta | Unknown | +191 (30d) | | Open issues delta | Unknown | +4 (30d) | | Full report | [trust report](/tools/elder-plinius-cl4r1t4s/trust.md) | [trust report](/tools/nirdiamant-agents-towards-production/trust.md) | ## Decision facts: CL4R1T4S - **Adopt for:** CL4R1T4S provides leaked system prompts for evaluating transparency and accessibility of various AI chat systems. ## Decision facts: agents-towards-production - **Adopt for:** agents-towards-production is an open-source project focused on providing comprehensive, step-by-step tutorials for developing AI agents from the prototype stage to enterprise-ready deployment. This guide includes best-pr ## Choose when ### Choose CL4R1T4S if… - License: CL4R1T4S is AGPL-3.0, agents-towards-production is Other. - Tags unique to CL4R1T4S: agents, ai, chatgpt, gemini. - Also covers Evaluation & Observability. - - When you aim to assess the inner workings and transparency of popular chatbots like ChatGPT, Claude, or Gemini through publicly shared prompts and guidelines. ### Choose agents-towards-production if… - License: agents-towards-production is Other, CL4R1T4S is AGPL-3.0. - Tags unique to agents-towards-production: agent-framework, agentic-ai, deployment, genai. - * When you aim to deploy AI agents using cloud services such as AWS Bedrock AgentCore Runtime, where automatic infrastructure management and standardized communication patterns are key. ## When NOT to use CL4R1T4S - - Avoid using CL4R1T4S if your goal is official documentation support since it comprises leaked information that may not be updated by the AI system authorities. ## When NOT to use agents-towards-production - * If your enterprise strictly forbids using cloud services; this tool emphasizes both cloud and on-prem deployment strategies but may not fit entirely on-prem infrastructures. - * When you are looking for a fully managed service without code-first or tutorial-guided approaches, as 'agents-towards-production' focuses heavily on hands-on tutorials and end-to-end guide creation. - * If your specific AI agent workload does not align with the foundational deployment patterns covered (containerization, AWS Bedrock, Ollama on-prem solutions, Runpod GPU deployment), other tools may, - other_remarks_and_conditions_of_use_or_nonuse_examples_with_links_or_code_snippets_e.g_github_issues__pull_requests__branch_names_etc_that_affect_anyoftheabove_can_be_cited_if_pertinent. ## Common questions ### What is the difference between CL4R1T4S and agents-towards-production? CL4R1T4S: Leaked system prompts for various AI agents include ChatGPT, Claude, Gemini among others emphasizing transparency and access.. agents-towards-production: End-to-end, code-first tutorials for building production-grade GenAI agents. See the comparison table for live GitHub stats and shared categories. ### When should I choose CL4R1T4S over agents-towards-production? Choose CL4R1T4S over agents-towards-production when License: CL4R1T4S is AGPL-3.0, agents-towards-production is Other; Tags unique to CL4R1T4S: agents, ai, chatgpt, gemini; Also covers Evaluation & Observability; - When you aim to assess the inner workings and transparency of popular chatbots like ChatGPT, Claude, or Gemini through publicly shared prompts and guidelines. ### When should I choose agents-towards-production over CL4R1T4S? Choose agents-towards-production over CL4R1T4S when License: agents-towards-production is Other, CL4R1T4S is AGPL-3.0; Tags unique to agents-towards-production: agent-framework, agentic-ai, deployment, genai; * When you aim to deploy AI agents using cloud services such as AWS Bedrock AgentCore Runtime, where automatic infrastructure management and standardized communication patterns are key. ### When should I avoid CL4R1T4S? - Avoid using CL4R1T4S if your goal is official documentation support since it comprises leaked information that may not be updated by the AI system authorities. ### When should I avoid agents-towards-production? * If your enterprise strictly forbids using cloud services; this tool emphasizes both cloud and on-prem deployment strategies but may not fit entirely on-prem infrastructures. * When you are looking for a fully managed service without code-first or tutorial-guided approaches, as 'agents-towards-production' focuses heavily on hands-on tutorials and end-to-end guide creation. * If your specific AI agent workload does not align with the foundational deployment patterns covered (containerization, AWS Bedrock, Ollama on-prem solutions, Runpod GPU deployment), other tools may, other_remarks_and_conditions_of_use_or_nonuse_examples_with_links_or_code_snippets_e.g_github_issues__pull_requests__branch_names_etc_that_affect_anyoftheabove_can_be_cited_if_pertinent. ### Is CL4R1T4S or agents-towards-production more popular on GitHub? CL4R1T4S has more GitHub stars (46,435 vs 21,298). Stars measure visibility, not whether either tool fits your constraints. ### Are CL4R1T4S and agents-towards-production open source? Yes - both are open-source projects on GitHub (CL4R1T4S: AGPL-3.0, agents-towards-production: Other). ### Where can I find alternatives to CL4R1T4S or agents-towards-production? GraphCanon lists graph-backed alternatives at [CL4R1T4S alternatives](/tools/elder-plinius-cl4r1t4s/alternatives) and [agents-towards-production alternatives](/tools/nirdiamant-agents-towards-production/alternatives) ([CL4R1T4S markdown twin](/tools/elder-plinius-cl4r1t4s/alternatives.md), [agents-towards-production markdown twin](/tools/nirdiamant-agents-towards-production/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/elder-plinius-cl4r1t4s-vs-nirdiamant-agents-towards-production.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, CL4R1T4S or agents-towards-production? CL4R1T4S: Very active. agents-towards-production: 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 CL4R1T4S and agents-towards-production? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [CL4R1T4S trust report](/tools/elder-plinius-cl4r1t4s/trust); [agents-towards-production trust report](/tools/nirdiamant-agents-towards-production/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=elder-plinius-cl4r1t4s`](/api/graphcanon/graph?tool=elder-plinius-cl4r1t4s) - 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/_