# DevOps Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/devops
> Markdown URL: https://aitinkerers.org/technologies/devops.md
> Technology record last updated: 2026-03-03T18:21:09Z
> Generated: 2026-09-22T14:38:44Z

DevOps is the cultural and professional movement that unifies software development (Dev) and IT operations (Ops) through automation, enabling rapid, continuous delivery.

DevOps is a cultural shift: it breaks down traditional silos between Dev and Ops teams, fostering shared ownership and empathy across the entire application lifecycle. The core mechanism is automation, specifically through Continuous Integration and Continuous Delivery (CI/CD) pipelines. Teams leverage tools like Git for version control, Jenkins or GitLab for CI/CD orchestration, and containerization technologies (Docker, Kubernetes) for consistent environments. This integrated approach dramatically increases deployment frequency and velocity, reducing the Mean Time To Recover (MTTR) from outages and delivering higher-quality features to customers faster.

- Official technology site: https://www.atlassian.com/devops
- Public AI Tinkerers demos and talks: 3
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Routing to the right LLMs, dynamically than hard coding. Catching Cost issues in the code](https://ho-chi-minh-city.aitinkerers.org/talks/rsvp_-KpxPGzcak8)

I will present 2 developer centrics solutions - 1. CloudVerse AIX - dynamically routing to the correct LLMs under cost, latency, qualty and compliance constraints, than hardcoding LLMs. This solution tracks over 600 Models globally and can route to any under controlled directions. 2. CloudVerse DevX - DevFinOps AI bot. The bot sits inside repos, CLIs and AI agents, identified cost issues in code at the time of commit or PRs. The prevents costly issues from entering into production.

- Event context: AI Tinkerers Ho Chi Minh City: From Prompt to Agent — 2026-03-07 — Ho Chi Minh City
- Public talk page: https://ho-chi-minh-city.aitinkerers.org/talks/rsvp_-KpxPGzcak8

### [Multi-Agent Systems Solving Complex Tasks in IT Environments](https://poland.aitinkerers.org/talks/rsvp_7OH7cC3lC_Q)

This presentation showcases the power of AI-driven multi-agent systems to tackle complex IT challenges with minimal human intervention. From first-line support to intricate DevOps issues, our system integrates specialized tools, advanced context management, and graph-based knowledge retrieval to handle tasks traditionally requiring hours of manual effort. Dive into the architecture and strategies that make these systems transformative for IT operations, enabling faster, smarter, and more efficient problem-solving.

- Event context: AI Tinkerers Poland - Second Meetup in Warsaw (January) — 2025-01-30 — Poland
- Public talk page: https://poland.aitinkerers.org/talks/rsvp_7OH7cC3lC_Q

### [Transforming Alerts into Actions](https://austin.aitinkerers.org/talks/rsvp_LXb_T8feHJw)

Leveraging genAI to automate response to AWS CloudWatch alerts. I will cover ideas, pitfalls and considerations for practical use.

- Event context: Community AI Demos - September Edition — 2024-09-12 — Austin
- Public talk page: https://austin.aitinkerers.org/talks/rsvp_LXb_T8feHJw

## Related Technologies

- [Amazon Bedrock](https://aitinkerers.org/technologies/amazon-bedrock) ([Markdown](https://aitinkerers.org/technologies/amazon-bedrock.md)) — 20 public demos
- [AWS](https://aitinkerers.org/technologies/aws) ([Markdown](https://aitinkerers.org/technologies/aws.md)) — 38 public demos
- [AWS CloudWatch](https://aitinkerers.org/technologies/aws-cloudwatch) ([Markdown](https://aitinkerers.org/technologies/aws-cloudwatch.md)) — 1 public demo
- [Cloud](https://aitinkerers.org/technologies/cloud) ([Markdown](https://aitinkerers.org/technologies/cloud.md)) — 4 public demos
- [Cost Optimization](https://aitinkerers.org/technologies/cost-optimization) ([Markdown](https://aitinkerers.org/technologies/cost-optimization.md)) — 1 public demo
- [Generative AI](https://aitinkerers.org/technologies/generative-ai) ([Markdown](https://aitinkerers.org/technologies/generative-ai.md)) — 45 public demos
- [IT Operations](https://aitinkerers.org/technologies/it-operations) ([Markdown](https://aitinkerers.org/technologies/it-operations.md)) — 1 public demo
- [Knowledge Graphs](https://aitinkerers.org/technologies/knowledge-graphs) ([Markdown](https://aitinkerers.org/technologies/knowledge-graphs.md)) — 10 public demos
- [LangChain](https://aitinkerers.org/technologies/langchain) ([Markdown](https://aitinkerers.org/technologies/langchain.md)) — 445 public demos
- [LLM](https://aitinkerers.org/technologies/llm) ([Markdown](https://aitinkerers.org/technologies/llm.md)) — 123 public demos
- [Multi-Agent Systems](https://aitinkerers.org/technologies/multi-agent-systems) ([Markdown](https://aitinkerers.org/technologies/multi-agent-systems.md)) — 4 public demos