PeerTree Has Been Moved Into The BorgIOS project

MongoDB Replica Set Controller for Docker Swarm

AI-first workflow and loop engineering practice

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.

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.

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

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

Self-healing AI workflow generation system for n8n using LLMs, validation pipelines, deterministic repair layers, and RAG-based workflow ingestion.

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

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

Self-healing LangSmith eval pipeline which automatically diagnoses and fixes failing tool calls and improves your prompt as your AI Ecosystem grows

Master Edition: A resilient, self-healing Multi-Agent AI Operating System. Features autonomous task orchestration (Navigator, Curator, Evaluator), Glass-Box observability, and a custom Circuit-Breaker auto-failover pattern (Gemini 3.0 → Llama 3/Qwen) for guaranteed 100% uptime.

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.

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

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