System design shouldn't take weeks. SkeletIQ generates a production-grade architecture from your description, then critiques it — scoring security, performance and resilience, and regenerating until the design clears the bar.
Generate a production-grade architecture from natural language — then see it critiqued and scored before you build.
SkeletIQ is a multi-stage AI pipeline that generates, critiques, and refines complete system architectures. Powered by a RAG corpus of real-world engineering patterns and an automated critique engine that scores every design across security, performance, and resilience.
SkeletIQ
Click "Generate" to see the AI pipeline in action
5-stage pipeline generates complete architectures from prompts, grounded in patterns from Netflix, Uber, and Stripe via RAG.
Automated scoring (0–100) across security, performance, resilience. Auto-retry ensures quality thresholds are met.
Simulate real-world load at any RPS. Identify bottlenecks and run what-if scenarios to compare design alternatives.
Instant monthly cost breakdowns for AWS, GCP, and Azure before you build.
Scan against SOC2, HIPAA, PCI-DSS, GDPR, and SOX frameworks with pass/fail per requirement.
Real-time presence, canvas comments, peer reviews, ADRs, activity feeds, and team knowledge bases.
Free tier available · Pro from $14.99/mo · See pricing
React Flow · FastAPI · PostgreSQL · Multi-LLM (GPT-4o, Claude, Ollama)
Built for our own workflow, published for everyone. Open source, no accounts.
Comment on any markdown file — a PRD, an ADR, a README — and hand the review to any agent.
Free · MIT · VS Code 1.90+
Sabhahith Works Private Limited is a registered Indian company that builds and operates its own software products. Each one ships on its own domain, with its own signup, billing and support — today that means SkeletIQ.
Alongside that we work with other teams: building software and AI tools end to end, and reviewing the systems they already run.
Building the next generation of engineering tools
2026
Incorporated
SkeletIQ
Flagship product
Build & Advisory
Service lines
Bangalore, India
Operating from
Highlights from the founder's engineering career — the experience behind our products.
Database requests were overwhelming the system during peak traffic. Designed a Redis-based request queue to buffer incoming requests and smooth traffic spikes, reducing database load by 90%.
Impact
90% reduction in database load
Engineering teams lacked clear visibility into system performance. Led the evaluation of Grafana Enterprise and built real-time data pipelines to deliver centralized monitoring and reporting.
Impact
Full engineering observability
Multiple internal services required separate authentication systems. Integrated SAML, OAuth2, and LDAP across microservices to deliver a unified login experience for internal applications.
Impact
Single sign-on across all internal tools
Built a SaaS B2B booking platform with real-time slot availability and payment integrations. The redesigned system improved performance and reduced bounce rates by 30%.
Impact
50% revenue increase in the first month
Sabhahith Works was founded by Nagaraja Sabhahith after 11+ years of building products across startups and enterprise platforms.
From crafting responsive UIs at Globussoft, to leading full-stack engineering and SaaS product development at Gomalon — where he increased sales revenue by 50% in a single month — to architecting scalable platforms and distributed systems at VMware and Broadcom, Nagaraja brings a rare blend of startup agility and enterprise engineering discipline.
He now leads Sabhahith Works — building the company's own products, starting with SkeletIQ, and running the development and advisory engagements it takes on for other teams.
We build software and AI tools for other teams, and we review the systems they already run. Backed by 11+ years across startups and enterprise platforms.
End-to-end delivery of production software — from a defined scope to a deployed, documented system your team can own and extend.
Build AI-powered tools and products: LLM pipelines, retrieval systems, and agent workflows engineered for reliability, cost control and evaluation.
Deep-dive reviews of your architecture with actionable recommendations. From microservices decomposition to data flow design.
Integrate GenAI workflows, LLM pipelines, and AI-powered features into your existing platform with production-grade reliability.
End-to-end audits of your cloud-native stack — Kubernetes, CI/CD pipelines, observability, and infrastructure-as-code.
Identify bottlenecks, optimize database queries, reduce latency, and prepare your systems for 10x traffic growth.
Interested in one of our products, want something built, or need an outside review of a system you already run? Let's talk.