#general
Jul 21July 22, 2026
Hi Everyone, I'm Dinesh, I have 1.7 years of experience as an MLOps Engineer, working on Kubernetes and machine learning platforms. My work includes managing and upgrading Kubeflow, supporting Kubernetes clusters, troubleshooting production issues, automating deployments using GitOps, configuring service mesh and authentication, monitoring platform health with observability tools, and ensuring the reliability and availability of ML infrastructure. I also work on user access management, platform automation, storage management, and resolving complex infrastructure issues to provide a stable and scalable environment for machine learning workloads.
Hi everyone , I'm Kunal Prajapat from India , an MCA student with a strong interest in DevOps, Cloud Computing, and AI automation.
I've been learning and working with Linux, Docker, Kubernetes, Jenkins, Terraform, GitHub Actions, AWS, and CI/CD pipelines through personal projects and hands-on labs. I enjoy solving infrastructure challenges, automating workflows, and exploring modern cloud technologies.
I'm excited to be part of the Archestra Apps Hackathon, learn from experienced builders, collaborate with the community, and create meaningful AI-powered solutions.
Looking forward to connecting with everyone and building something awesome together!
Hello Everyone,I am Anuj and excited for this hackathon.
Hello Everyone,I am jaswanth and excited for this hackathon.
Hi everyone! π
I'm Ashutosh, a DevOps Engineer with 3+ years of experience working with AWS, Docker, Kubernetes, Terraform, CI/CD, Linux, and cloud infrastructure.
I'm passionate about automation, building reliable systems, and solving real-world infrastructure challenges. I'm excited to be part of this hackathon, collaborate with talented people, and build something impactful using AI and modern cloud technologies.
Looking forward to connecting, learning, and building with you all! π
Hi Everyone, am sharathkamsali am excited to join for this hackathon i will show up my skills and as well as activity of my work.
Hello Everyone, I am Laxmipriya. working as a IT Analyst with 6 years of experience. Currently I have been working in container support and interested in moving towards devops. Looking forward to build and learn.
Hi everyone,
I am Shivakumar, currently working as a Azure DevOps Engineer. Excited to join this hackathon and try to build the AI platform which will be useful in daily workflow.
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hello everyone i am Alwin Roy curently working as a linux admin excited to be part of this hackathon interested in devops and cloud looking forward to contribute and grow
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Hello, everyone!
I'm Waseema, currently working as an AWS DevOps intern. Excited to join this hackathon, looking forward to contributing and growing in DevOps.
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Hi everyone! Iβm a DevOps and AWS Cloud Engineer with 4+ years of experience in cloud infrastructure, CI/CD, automation, and Kubernetes. Iβm excited to be part of this hackathon, learn new things, collaborate with talented people, and build something innovative together. Looking forward to an amazing experience!
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Welcome to everyone who joined our community because of the Apps Hackathon π
Weβre launching the Hackathon today - please keep an eye on your emails throughout the day for the building instructions.
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Hi everyone! I'm Hitesh, a B.Tech CSE student and aspiring AI Full-Stack Developer. I'm currently exploring AI, software development, and building applications with AI-powered tools. I joined Archestra to participate in the Apps Hackathon, learn more about MCP integrations, and build something useful and innovative. Excited to learn and build with everyone here!
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Hello everyone, am Martins, A junior DevOps and Cloud Engineer, exited to be here
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Hi everyone! π
I'm Atharva, a student from India excited to participate in the Archestra MCP Apps Hackathon. I'm particularly interested in building AI-powered productivity and workflow tools, and I'm looking forward to learning from the community and seeing what everyone creates.
I also had a quick question: the timeline mentions that the kickoff materials, including the full brief, quickstart, and example apps, would be sent out today. I haven't received them yetβhave they already been shared somewhere, or are they still being sent out?
Thanks, and good luck to everyone! π
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2 replies
Great to see you all!
I am Vladyslav, and I am currently looking for a Junior DevOps role. That's why I decided to join this hackathon - to meet new people, gain hands-on experience, strengthen my portfolio, and get inspired by your projects ;) I heard about Archestra from Abhishek Veeramalla, and I think it is a great opportunity to learn ai development,
which is an essential skill in today's industry
Good luckπ«
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Hello everyone! π
Great to be here.
I'm Anvesh, currently working as a DevOps Engineer with around 4 years of experience. I joined Archestra to connect with like-minded people, gain hands-on experience building AI-powered projects, strengthen my DevOps and AI portfolio, and learn from the community.
I heard about Archestra through Abhishek Veeramalla, and it seemed like a great opportunity to explore AI developmentβsomething that's becoming increasingly important in today's industry.
Looking forward to collaborating with you all. Good luck everyone! π
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hi evey one when the hackthon will then how they send any one send me
Hello everyone,
The Hackathon channel isn't showing up for me; only the "general" one.
Hi, I'm B Rajasekhar, a Cloud & DevOps Engineer with 5+ years of experience in AWS, Kubernetes, Docker, Terraform, and CI/CD automation.
I'm passionate about building scalable cloud infrastructure, automating deployments, and solving real-world DevOps challenges.
Currently exploring AI-powered DevOps, Platform Engineering, and open-source technologies.
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Hi everyone,π
I'm Shibu, a developer working in agentic ai applications. I'm happy to be part of this hackathon and excited to give my best part here.
Hi everyone! π
I'm Kanishka . I experience in IT Support, System Administration, ERP, and EDI. Currently, I'm transitioning into DevOps and AI, learning Linux, Docker, Kubernetes, AWS, and AI agents.
Excited to be part of this hackathon, learn from everyone, and build something awesome together!
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Hey @user i am using archestra tell me few cookbook example so i know basic how it is working then i can built project
if anyone can share there learning on Archestra i tried AWS bedrock,cerebras,groq models but whenever i give prompt either token limit or tool calling or too much time it takes do share your learning if someone is successfully building app inside the archestra UI
If it's showing rate limited etc then it's an issue with the key you've added
Is an LLM provider configured for our Archestra instance? My app's built-in
archestra.llm.complete() call is failing 100% of the time with error code llm_unavailable ("The LLM completion could not be produced") β it's not a quota issue (llm_quota), and it happens on every request.My app code is correct (the call is caught and the error surfaced cleanly). I also checked and there's no LLM configuration tool or model-serving tool exposed to app authors, so I can't enable it myself.
Can someone confirm whether an LLM provider/API key + model is set up at the instance/admin level for app-level
llm.complete calls? If it needs enabling, could you turn it on (or tell me who can)?by when will we receive the challenge brief ?
Read-only live mirror of Archestra.AI Slack
πJoin the discussion withAI enthusiasts!@user hi
6 replies
β οΈ Your Archestra Slack app is missing required scopes
The following scopes need to be added to your Slack app:
β’
assistant:write β’
commands β’
app_mentions:read β’
files:read β’
groups:history β’
im:write β’
reactions:read β’
users:read.emailUntil they're added, some features may not work fully.
To update your app:
1. Open your Slack app settings
2. Go to OAuth & Permissions β Scopes β Bot Token Scopes
3. Add the missing scopes listed above
4. Click Reinstall to Workspace to apply the changes
Hi there, Matvey! π How can I help you today? π€ My Assistant
hi agian
Hi again, Matvey! π What can I do for you? π€ My Assistant
tell me how to deploy archestra
Let me check the docs for deployment instructions. Hi Matvey! Here's how to deploy Archestra. There are two main paths: *π³ Docker (fastest β for dev/testing) One command gets you going: ``
bash docker pull archestra/platform:latest docker run -p 127.0.0.1:9000:9000 -p 127.0.0.1:3000:3000 \ -e ARCHESTRA_QUICKSTART=true \ -v /var/run/docker.sock:/var/run/docker.sock \ -v archestra-postgres-data:/var/lib/postgresql/data \ -v archestra-app-data:/app/data \ archestra/platform `` Then open: - Admin UI β http://localhost:3000 - API β http://localhost:9000 The docker.sock mount enables the embedded Kubernetes (KinD) cluster for running MCP servers. This mode is great for tinkering but not for production β the bundled Postgres isn't persisted the same way a managed DB would be. :wheelofdharma: Helm (recommended for production) Requires a Kubernetes cluster, Helm 3+, and kubectl: ``bash helm upgrade archestra-platform \ <oci://europe-west1-docker.pkg.dev/friendly-path-465518-r6/archestra-public/helm-charts/archestra-platform> \ --install \ --namespace archestra \ --set archestra.env.HOSTNAME="0.0.0.0" \ --create-namespace \ --wait `` For production, a few key recommendations: - Use an external PostgreSQL (--set postgresql.enabled=false --set postgresql.external_database_url=...) β cloud-managed DBs give you HA, backups, and encryption. - Set proper load-balancer timeouts* (600s) so streaming responses don't get cut off β the docs have per-cloud snippets for GKE, EKS, AKS, nginx, and Traefik. - Set ARCHESTRA_AUTH_SECRET, ARCHESTRA_FRONTEND_URL, and change the default admin password. Both methods expose the Admin UI on port 3000 and the API on port 9000. :pagefacingup: Full guide (env vars, IaC via Terraform/Crossplane, scaling, etc.): https://github.com/archestra-ai/archestra/blob/main/docs/pages/platform-deployment.md Want me to dig into any particular part β e.g. a specific cloud, external Postgres setup, or the Helm config options? π€ Community Agent