An experimental self organizing peer to peer network in node.js Peers can send and receive and broadcast JSON msgs using https: using self signed certs. Msgs are digitally signed by each node using ec private public key pair The peers form a tree structure where new nodes are added left to right first node is root of tree. Each node keeps a list

MongoDB Replica Set Controller for Docker Swarm

AI-powered Log Management with physical USB "Blackbox" sync and self-healing n8n automation.

Self-healing locators leverage AI to automatically detect and repair broken element locators in automated tests, ensuring test stability even when the underlying UI structure or attributes change.

Architecture for resilient, governed, and regenerative intelligence under uncertainty.

Part 1 SELFIX as Legal Computation
Purpose is to explain how SmartLicense-X creates enforceable code-as-law structures for cyber integrity
Expectation is to position it for regulatory bodies, DAO courts, and digital jurisprudence systems Part 2 National Security and Cyber Sovereignty
Purpose is to present SELFIX as a defense-grade trust engine for

Open topology-grounded benchmark for datacenter RCA, hidden-target localization, and counterfactual remediation validation.

Bionic Self-Healing Dynamic Epigenetic Reprogramming Architecture. Intelligence requires a Dual State: The Fragile Present (Weights) and the Protected Past (DNA).

Systems that maintain stability through embedded self-awareness and autonomous rebalancing. Like trees redistributing weight, components observe their own tension and correct without external scaffolding. The observer is the observed.

Self-healing deterministic system with fixpoint convergence and hashed execution trace validation.

A research prototype for reliable LLM agent workflows, introducing a fault-tolerant runtime with state checkpointing, diagnosis-driven recovery, and Saga-style compensation to improve the reliability of multi-step tool execution pipelines.

An enterprise-grade AI Operations Hub built on Amazon Bedrock AgentCore. Features a distributed 11-node Serverless MCP mesh, Agent-to-Agent (A2A) escalation, and stateful self-healing for e-commerce diagnostics.

kubernetes golang terraform helm sre platform-engineering aiops kubernetes-controller devops aws-eks genai automation monitoring self-healing

Designed and implemented a self-healing deployment platform supporting zero-downtime releases using Blue-Green strategy with automated health validation and intelligent rollback mechanism on Linux-based infrastructure

Self-Healing System on Kubernetes

SHReC: Self-Healing Runtime Control SIL prototype for autonomous vehicles. Implements runtime monitoring, safety envelopes, and transactional hot-swapping.