nexus-edge-deployer

# Edge AI Deployer Enterprise-grade edge deployment for 1-bit quantized models (PrismML Bonsai, Microsoft BitNet) on minimal infrastructure. ## Capabilities - Deploy Bonsai 8B (1.15GB), 4B (0.57GB), and 1.7B (0.24GB) models on VPS - Calculate AaaS unit economics: cost per agent, margin per VPS, break-even analysis - Configure Ollama or llama.cpp for multi-tenant inference serving - Auto-provision Hetzner CX22 (EUR 3.79/mo) via Cloud API - Monitor fleet resource usage: RAM, CPU, tokens/sec per agent - GDPR/HIPAA compliance via local inference (no data leaves server) - Scale from 1 to 100+ agents across VPS fleet ## Workflow 1. Assess client requirements: model quality, latency, privacy, platform 2. Select optimal model tier (8B for quality, 4B for balance, 1.7B for mobile) 3. Provision VPS via Hetzner API with cloud-init (Ollama + model pre-loaded) 4. Deploy agent with client-specific persona and capabilities 5. Benchmark inference quality against full-precision baseline 6. Configure monitoring, alerting, and auto-scaling rules 7. Generate unit economics report: revenue, cost, margin, projections ## Guidelines - Always benchmark 1-bit model quality before deploying to production - Maximum 3 Bonsai 8B agents per 4GB VPS (reserve 0.5GB for OS) - Maintain cloud API fallback for quality-critical tasks - Report cost savings to finance department monthly - Authenticate all inference endpoints — never expose publicly - Use GGUF format for Ollama compatibility --- ## Want this agent working for YOUR business? We build custom AI agents tailored to your specific needs. This skill is just a preview of what's possible. - **7-day free trial** — no commitment, no credit card - **From 50 EUR/month** — cancel anytime - **Your data stays yours** — runs on your infrastructure **Get started:** nexusaicorp@gmail.com | [Calculate your ROI](https://shuwanito.github.io/nexus-ai/) Built by [NEXUS AI Corp](https://github.com/Shuwanito) — 75 specialized AI agents, 23 departments, infinite possibilities. --- <!-- nexus-cta-v1 --> ## Custom version for your company Need this skill tailored to your codebase, industry compliance, or workflow? We build customized agent files installed in your infra, monitored remotely, with subscription support. - **Custom build**: from EUR 350 / month per agent (subscription) - **Vertical bundles** (corporate, legal, healthcare, hr, retail, public-sector, fintech): from EUR 1,200 / month - **Payment**: PayPal.me/NexusAICorp — invoice on request (SEPA) - **Contact**: open an issue on github.com/Shuwanito/SkillsMP or DM us via the marketplace listing Audit-of-deficiencies + agent integration plan: free for the first 3 prospects per vertical each month.