Agents Towards Production
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
At a glance
Is this tool relevant to you?
What it does
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
May suit
People who want an AI system to plan or carry out multi-step tasks.
Before you try it
The repository reports a NOASSERTION license. Setup difficulty and device support still need to be checked upstream.
Evidence & freshness
What we know, and how recently we checked
This record comes from the wider automated directory. It has not yet passed the stronger catalog verification checks.
- Source
- Automated project sync
- Checked
- Snapshot evidence level
- Limited confidence
- Maintenance signal
- Watch55/100
Mixed maintenance signals. Review recent activity and the weaker areas before adopting it.
The health score is an automated maintenance signal, not a security audit or a guarantee that the tool fits your needs.
How verification and health scoring work
Catalog-verified records use a timestamped GitHub snapshot that passed source and completeness checks. Basic listings come from the wider automated sync and have not yet passed that stronger verification path.
Health combines recent activity, commit frequency, issue handling, contributor depth, release cadence, documentation, and community signals. Missing evidence lowers how much confidence you should place in the number.
Read the full methodology →⭐
21.2K
Stars
🍴
2.8K
Forks
👥
25
Contributors
💚
Watch55/100
Health Score
Star History
Health Score Breakdown
Star Momentum
100
Commit Frequency
11
Issue Health
20
Contributors
90
Release Cadence
10
Documentation
50
Community Signal
100
Project Info
- Language
- Jupyter Notebook
- License
- NOASSERTION
- Last Commit
- 2026-07-14 18:50 UTC
- Last Release
- N/A
- Open Issues
- 12
- Bus Factor
- 2
- Commits/Week
- 2.2
- Avg Issue Close
- 71.9 days
agentagent-frameworkagentic-aiagentsai-agentsdeploymentgenaigenerative-ailanggraphllmllmsmcpmlopsmulti-agent-systemsobservabilityproductionpythonragtutorials
Project Badge
Embed a live health badge in a README or docs page.
[](https://ai-tools-scout.com/projects/agents-towards-production)Related tools to compare with Agents Towards Production
Suggested automatically from the same category and shared topics, then ordered by current maintenance and adoption signals.
Agents Towards Production vs langchainStrong84/100
147.4K stars+599 weekly
Verified snapshot
Agents Towards Production vs Deer FlowStrong90/100
77.6K stars+10.7K weekly
Basic listing
Agents Towards Production vs crawl4aiHealthy66/100
84.7K stars0 weekly
Verified snapshot
Agents Towards Production vs AutoGPTStrong88/100
187.6K stars+174 weekly
Verified snapshot
Agents Towards Production vs awesome-llm-appsHealthy76/100
140.7K stars+16.4K weekly
Verified snapshot
Weekly AI open-source movers
Get the fastest-growing projects, useful MCP servers, and technical reads in one weekly email.