deskree_backend's profile picture. Making cloud infrastructure invisible

Deskree

@deskree_backend

Making cloud infrastructure invisible

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🚀 Check out Tetrix — now FREE for individual developers 💡 Get 1M tokens every month at $0 🤝 Community support included ⚙️ Build system-aware AI that connects code, infra & operations Start building smarter → deskree.com #Tetrix #AI #DevTools #BuildInPublic


AI doesn’t know your system — until you give it context. Tetrix connects the dots across APIs, infra, latency, databases, and everything in between. Context isn’t optional — it’s everything. ⚡ 👉 Try Tetrix: tetrix.deskree.com/login #AI #DevOps #DevEx #Automation #Observability

deskree_backend's tweet image. AI doesn’t know your system — until you give it context.
Tetrix connects the dots across APIs, infra, latency, databases, and everything in between.
Context isn’t optional — it’s everything. ⚡
👉 Try Tetrix: tetrix.deskree.com/login
#AI #DevOps #DevEx #Automation #Observability…

AI can write code — but without system context, it’s still guessing. At Deskree, we’re solving this with Tetrix — system-aware intelligence built for real engineering. #AI #DevTools #SystemContext #EngineeringExcellence #Tetrix #Deskree #BuildersOnly

deskree_backend's tweet image. AI can write code — but without system context, it’s still guessing.
At Deskree, we’re solving this with Tetrix — system-aware intelligence built for real engineering.
#AI #DevTools #SystemContext #EngineeringExcellence #Tetrix #Deskree #BuildersOnly

Great to be part of India’s 1st #GRPConf! 🚀 Incredible sessions, brilliant engineers, and game-changing ideas. The future of high-performance systems is here. ⚡ #gRPConf #gRPC #DevCommunity #TechConference #CloudNative #Microservices #Developers #IndiaTech

deskree_backend's tweet image. Great to be part of India’s 1st #GRPConf! 🚀
Incredible sessions, brilliant engineers, and game-changing ideas.
The future of high-performance systems is here. ⚡
#gRPConf #gRPC #DevCommunity #TechConference #CloudNative #Microservices #Developers #IndiaTech
deskree_backend's tweet image. Great to be part of India’s 1st #GRPConf! 🚀
Incredible sessions, brilliant engineers, and game-changing ideas.
The future of high-performance systems is here. ⚡
#gRPConf #gRPC #DevCommunity #TechConference #CloudNative #Microservices #Developers #IndiaTech

DevOps Co-Pilot — Managing AWS with Tetrix AWS debugging shouldn’t take hours. With Tetrix, it takes one prompt. If your team relies on AWS, this is a must-read-medium.com/deskree-ai/dev… #AWS #DevOps #CloudEngineering #SRE #Observability #Automation #AIinDevOps


AWS broke. Tetrix fixed it — in one prompt. Misconfigured health checks, missing targets, subnet issues… Tetrix saw the whole system and guided the fix instantly. Watch now 👇 youtube.com/watch?v=0wK1uD… #AI #DevOps #CloudComputing #AWSCommunity #SRE #AIOps #Automation

deskree_backend's tweet card. DevOps Co‑Pilot: Managing AWS with Tetrix

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DevOps Co‑Pilot: Managing AWS with Tetrix


ChatGPT and Claude can talk about your system. But only Tetrix can see it. While general LLMs reason from text, Tetrix connects directly to your code, infrastructure, and operations, enabling true system-aware AI reasoning. 👉 medium.com/deskree-ai/tet… #AIObservability #Tetrix


Audits don’t have to be chaos. With Tetrix, you get instant answers, no spreadsheets, and zero last-minute panic. Stay audit-ready all year — not just audit week. 👉 medium.com/deskree-ai/no-… #AI #Automation #ComplianceTech #AuditReady #DataGovernance #FinTechInnovation #DevEx


AI doesn’t fail because it lacks data — it fails because it lacks context. 🧠 Our latest blog explores why the next leap in AI isn’t bigger models, but a context layer that helps AI reason like engineers do. Read here 👇 medium.com/deskree-ai/why… #AI #AIAgents #SystemAwareAI


Deskree reposted

My new project: the Deskree Status Page. Thought it would be simple, but the technical requirements are wild! Excited to tackle this challenge. Updates coming soon! #Deskree #StatusPage #DevJourney #NextJS #TetrixAI #DevRel

well_deskree's tweet image. My new project: the Deskree Status Page. 

Thought it would be simple, but the technical requirements are wild! 

Excited to tackle this challenge. Updates coming soon! 
#Deskree #StatusPage #DevJourney #NextJS #TetrixAI #DevRel

Claude knows what you say. Tetrix knows how your system works. #AI #Engineering #Automation #DevEx #SystemAwareAI #BuildInPublic #AIDriven #Innovation #DevOps

deskree_backend's tweet image. Claude knows what you say.
 Tetrix knows how your system works.
#AI #Engineering #Automation #DevEx #SystemAwareAI #BuildInPublic #AIDriven #Innovation #DevOps

After connecting Tetrix to the full VS Code repository — over 1GB+ of code — it grasped the entire architecture, processes, and dependencies in seconds. This is AI that truly understands real-world complexity. Learn how Tetrix analyzes one of the world’s largest open-source…


Check out Tetrix — now FREE for individual developers Build system-aware AI that connects code, infra & operations Start building smarter → deskree.com


Tetrix turns your GitHub into a living knowledge graph. Instant search. Smarter gen. Context-aware reviews. 🎥 Watch the demo → youtu.be/iTARwCNLFtU #Tetrix #AIforCode #DevEx #GitHub #BuildInPublic #AItools #Developers

deskree_backend's tweet card. GitHub Co‑Creator: Tetrix for Codebase Mastery

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GitHub Co‑Creator: Tetrix for Codebase Mastery


Deskree reposted

Most AI pilots fail for a simple reason: no context. Generic LLMs don’t know your repo, AWS perms, or deploy flow. They need a Developer Knowledge Graph—a map of your stack. What’s your most frustrating “missing context” moment? #AIContext #KnowledgeGraph #DevOps #LLMs

well_deskree's tweet image. Most AI pilots fail for a simple reason: no context.

Generic LLMs don’t know your repo, AWS perms, or deploy flow. They need a Developer Knowledge Graph—a map of your stack.

What’s your most frustrating “missing context” moment?
#AIContext #KnowledgeGraph #DevOps #LLMs

Deskree reposted

The real shift in dev: RAG → reasoning. RAG retrieves; reasoning connects your code + infra to solve multi-step problems. If your AI can’t see GitHub and AWS, it’s guessing. What’s blocking you from shipping AI agents today? (P.S. Tetrix builds the knowledge graph that works)


Tetrix Overview — Giving AI Context Across Your Entire System What if your AI could actually understand your code, infrastructure, and services — all at once? With Tetrix, that’s now possible. 🎥 Watch the quick overview video here → youtube.com/watch?v=syoaxJ… #AIOps

deskree_backend's tweet card. Tetrix Overview - Giving AI context across your entire system

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Tetrix Overview - Giving AI context across your entire system


The problem isn’t AI — it’s how we use it. Most companies don’t give AI the whole picture. Tetrix does. 🔗 medium.com/deskree-ai/alm… #AI #Innovation #BuildInPublic #DevOps #AIDriven #Automation #TechTrends


Ask questions you couldn’t before — with Tetrix. “What’s our highest technical debt by business impact?” “What’s the development velocity impact of this architecture change?” “Which services have the most cross-team dependencies?” #BuildInPublic #Tetrix #AI #DevEx #SystemAwareAI


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