Kubiya Determinstic AI Composer - First context-aware and deterministic ai automation platform
AI agents in prod? ❌ Endless Loops ❌ Execution Order ❌ State ❌ Traceability, ✅ Chaos. Bottomline: No context. No predictability. No trust
Kubiya 🚀 brings deterministic, context-aware AI so Engineers get reliable, predictable automation—finally built for prod.
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👋 Hey Product Hunt!
Ever get promised an “easy-on” AI agent… just to break your teeth on it for 4 weeks straight? Same.
Ever find the courage to present your agentic vision at the QBR… only to get yellow-carded by your Security team and sent back to the drawing board? Guilty as charged.
When was the last time you prompted an agent 10 times in a row and got the exact same output each time? Never? Thought so.
No, this isn’t a commercial for hair-loss medication — although the parallels are strong. (Side effects of traditional agents may include: hallucinations, YAML fatigue, chainsmoking and sudden hair loss.)
So we built Kubiya Composer — a platform that finally lets engineers ship agentic workflows without the fear of chaos, compliance flags, or cosmic randomness.
✨ Your AI can’t be trusted in prod — until now.
Kubiya Composer is the first deterministic, context-aware AI platform for engineers.
Go from prompt to secure, enterprise-grade workflows in minutes.
No black-box agents. Just governed, composable automation.
🚀 Product Highlights:
🔁 Deterministic Execution – same input = same output, 1000 out of 1000
🧠 Context Graph Awareness – understands your infra, codebase, policies & org structur - tribal knowledge that sticks
🔐 Zero-Trust Security – RBAC, audit logs, policy-as-code baked in, on-prem
🧩 Composable Workflows – build, reuse, govern
💻 Composer SDK – built for a developer-first experience from day one
We're excited (and slightly terrified) to finally put this in your hands.
💬 Come roast it, question it, break it, or love it — we want your feedback.
🔥 Smash that upvote if you’re ready to automate without the hair-pulling.
👉 Show us love.
– Amit, Shaked & the entire Kubiya Team
@amigov great stuff!
@jan_mundin2 this is a culmination of years of hard work as you know
@amigov Congratulations to the entire Kubiya team! This looks like a one-of-a-kind product. Really impressed by the deep contextual learning capabilities, it’s a huge step forward in deploying infrastructure faster and more accurately.
@shan_infrasity a huge team effort to revolutionize the AI approach to be deterministic, context-aware and implemented with zero-trust security.
@amigov very very cool! break a leg and break the internet (or product hunt in this case :-) )
@shauli_rozen1 will break the leg the product hunt way
@amigov Kubiya Composer nails it—determinism, context-awareness, and policy guardrails speak directly to the pain of black-box agents and security pushback. This feels like the first agentic platform engineered for engineering teams, not just AI enthusiasts. Huge step forward for trustworthy automation.
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this is called gold mate! keep it up!
@kshitij_mishra4 Kubiya is changing the agentic landscape as we know it!
Wow, this is a game-changer. Most AI agent frameworks feel like black boxes—once in production, you're basically rolling dice and praying for stable execution. Kubiya flips the script by bringing deterministic, context-aware AI agents that engineers can actually trust. The focus on reliability and traceability makes it finally feel like automation is ready for real-world, production-grade workflows.
Massive kudos to the team—this is the kind of innovation that pushes the entire ecosystem forward. Can’t wait to see the impact this will have on DevOps and platform teams everywhere. 🚀🔥
Kubiya makes automation feel smooth and reliable. It gets the context right, so things just work no weird surprises, just clean, predictable results every time.🙌
@satish_kolhe Integrates well and truly understands the stack that it is working with!
Finally, an AI platform that takes the chaos out of automation , Kubiya Composer looks like a game-changer 🚀 Ready to see it in action.
@vikram_kushwaha1 The Kubiya Composer allows teams to delegate tasks to AI without having to worry about a chaotic outcome!
Great to see AI solutions that are deterministic when running!
Just tested a Kubernetes prompt, works like a charm!
I've been using this in previous phases and the implications are industry wide, meaningful and deep. This is probably comparable to a 2018 control plane moment, where you identify that market leader and find yourself with a decision to be future proof. While the market focuses on selling you their agent, this is the tool to pop out individual, context aware and deterministic agentic workflows on rapid fire and be able to depict the most individual and complex business processes of any company. It's fantastic to witness such pivotal moments in the industry. Great time and place to be!
@sebastian_kister the Agentic world is changing in front of our eyes with Kubiya Composer. This is the only way to run secure and efficient AI in enterprise organizations!
Working with Kubiya AI Composer has transformed our approach to automation.
The platform's zero-trust architecture and full-stack integration ensure secure and predictable operations, freeing up our engineers to tackle strategic initiatives
Let's be honest - Ai Agents cannot be trusted in production.... UNTIL NOW!
@kris_talajic1 precisely right- this is where all the hard core infrastructure abstraction comes in
salespeak.ai
This is great @kris_talajic1 @amigov and @shaked_askayo1 !
Deterministic Execution and Composer SDK sounds very interesting- Where can I read more about this?
lior_mechlovich_salespeak You can read more about it in our comprehensive documentation!
https://docs.kubiya.ai/getting-started/welcome
Kubiya Composer just changed the game for AI-powered automations! Finally deterministic and context aware agents. It understands the infra, codebase, org, policies, env variables, secrets and executes exactly what you tell it to. Every. Single. Time. Brilliant!
@raz_alon1 Exactly, same input, same output!
Great stuff! Love this.
Congratulations, seems like a game changer!
Congrats to the Kubiya team on an impressive launch. Bringing determinism, security, and context-awareness to AI workflows is a major step forward. Wishing you much success — excited to see the impact!
Excited to see this launch @amigov
Very exciting to see this come to life - awareness of context, predictability, control and security by design all features the landscape of agents has needed badly for some time. Kudos to the team for putting this together
Wow! Tried it, loved it. Just what I was looking for to get AI in my workflow!