Kaelux.dev

Kaelux.dev is the public site for Kaelux, an Estonia-based, founder-led AI and ML research lab and parent brand by Kristofer Jussmann.

The site is no longer positioned as a generic AI agency, infrastructure provider, or broad service menu. Its job is to make the Kaelux group legible to investors, strategic partners, collaborators, and businesses inspired by the ventures.

Public Positioning

Kaelux researches how AI systems reason, use tools, and operate inside real environments. The useful results become open-source projects, products, divisions, or ventures:

Venture	Positioning
MedAI	Medical-research AI infrastructure, secure tooling, DevSecOps, and MLOps.
ViperMesh	Unified AI studio for 3D professionals, informed by spatial-reasoning research and developed to reduce fragmented 3D software workflows.
Harneloop	Open-source framework for evidence-gated agent harness evolution, first used while developing the ViperMesh Blender harness.
PromptTriage	Prompt analysis, refinement, and generation system.
Nullstate	Local-first purple-team CLI for Terraform IaC and infrastructure security workflows.

Supporting labs include Crosswind Console, Kaelux-Automate, Workflow Atlas, and Kaelocs AI. They provide proof of range without being framed as the main venture story.

Engagements

The legacy pricing route now acts as an engagements page:

• Investors and strategic partners
• Venture and product partners
• Selective business builds inspired by Kaelux ventures
• Business automations

The old fixed package pricing has been removed. Kaelux work is evaluated by fit, seriousness, and leverage.

Business Automations

The legacy /openclaw route is kept for compatibility, but it is now framed as security-first business automations. Kaelux designs focused workflow systems around intake, research, reporting, internal handoffs, data cleanup, and operational support for Baltic and international teams.

Active Routes

Route	Purpose
/	Holding-studio homepage, venture directory, labs, founder, and contact.
/about	Entity and founder context for search, AI assistants, partners, and investors.
/pricing	Engagement paths, not package pricing.
/medai	Kaelux MedAI division page.
/openclaw	Business automations route.
/wiki	Technical knowledge base.
/diagnoser	Legacy diagnostic agent route.
/links	Link-in-bio page.

/solutions and /services/* remain reachable as noindex bridge pages so old links do not break.

Tech Stack

• Next.js App Router
• React
• TypeScript
• Tailwind CSS
• Framer Motion and GSAP
• Three.js / React Three Fiber
• Vercel AI SDK and Groq integration for legacy diagnostic flows
• Metadata routes for sitemap and robots
• JSON-LD structured data for Kaelux, Kristofer, and the venture directory

Development

npm install
npm run dev

Useful checks:

npm run lint
npx tsc --noEmit
npm run build

Notes

• Do not edit public/hero-title.png during copy-only repositioning work. The hero title is image-based and should be regenerated separately.
• Keep commits small and meaningful so the reposition can be reverted in controlled chunks.
• Avoid fabricated team, client, revenue, uptime, or traction claims.