Status: Research Published
Agrosight AI: Perception as a Service
Deploying deterministic edge AI for African agriculture. A framework for lightweight, highly accurate crop diagnostics operating over low-bandwidth constraints. We outline methodologies for bypassing standard probabilistic hallucinations to deliver secure, field-level perception via neurosymbolic data validation.
Inside the Architecture:
- Computer Vision & Edge Inference
- Deterministic Diagnostic Guardrails
- Low-Bandwidth Deployment Architecture (WhatsApp API)
- Anticipatory Environmental Modeling
Status: Architecture Active
Zero-Trust Agentic Enclaves
Establishing secure boundaries for autonomous economic actors. This paper explores the deployment of OpenClaw agents within federated Auth0 vaults utilizing RFC 8693 token exchange. It provides a blueprint for executing complex, multi-step enterprise workflows without exposing root credentials to LLM prompt injections.
Inside the Architecture:
- Agentic Workflow Automation & State Execution
- Zero-Trust Federated Token Exchange
- Go-Middleware Security Sentinels
- Deterministic Execution of Probabilistic Intents