agents-towards-production
End-to-end, code-first tutorials for building production-grade GenAI agents
GraphCanon updated Sep 20, 2026 · GitHub synced Sep 20, 2026
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Decision brief
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
Good fit when
- * 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.
- * If on-premises deployment of large language models (LLMs) is desired for reasons like privacy, cost control, or low-latency requirements with the use of Ollama.
Avoid when
- * 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.
Observed Jul 11, 2026 · Source: enrich:decision_facts
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Maintenance and security
Full trust report- Maintenance
- Very active (3d since push)
- As of Aug 18, 2026
- Provenance
- Not a fork · Personal account
- As of Aug 18, 2026
- Security (OSV)
- No lockfile
- As of Sep 13, 2026
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Install
git clone https://github.com/NirDiamant/agents-towards-productionHow it fits your stack(20)
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Overview
Provides comprehensive guides on transforming AI agent prototypes into enterprise-ready systems, covering deployment strategies including containerization, cloud services (AWS Bedrock), on-prem solutions with Ollama, and scalable GPU infrastructure.
Capability facts
- Languages
- jupyter notebook
Source: github.language · Aug 18, 2026
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README
🚀 Deployment <table width="100%" <tr style="background color: f8f9fa" <th width="30%" Tutorial</th <th width="50%" Description</th <th width="20%" View</th </tr <tr <td AWS Bedrock AgentCore: Managed Agent Deployment <img src="https://img.shields.io/badge/NEW brightgreen" height...
For agents
This page has a .md twin and JSON over the API.