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.
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
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).
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.
Open topology-grounded benchmark for datacenter RCA, hidden-target localization, and counterfactual remediation validation.
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
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.
Self-Healing System on Kubernetes
SHReC: Self-Healing Runtime Control SIL prototype for autonomous vehicles. Implements runtime monitoring, safety envelopes, and transactional hot-swapping.
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