mape-k

Build-time meta-prompting framework for LLM agents. Treats a prompt as an operator, not a key — designs, audits, and scores it across 7 shapes and 3 modes, and ships a verifier.

Distributed and decentralized MAPE-K loops framework

Tools, probes and libraries used in iObserve to monitor and analyze software, as well as to plan and execute its modification (MAPE-K loop)

Cryptographic Harness for Uncensorable AI Agent Communication. Post-quantum verification architecture for autonomous AI agents. Fail-closed network policy. NTRU-Encrypt KEM at λ=128. 17/17 leaks fixed. The fence that holds.

master-thesis

O Kube Kepam é uma solução auto adaptativa que gerencia quaisquer Microservice-Based Applications (MBAs) implantadas em Cluster Kubernetes.

Platform self-evolution: how a Level-5 AI platform-engineering system (LLMGen) can generate a substrate that improves itself from within - internal defects + external EARS/free-text requirements → verified, deployed self-changes. Position + feasibility + reference architecture.

用控制理論視角拆解 agentic coding system 的教學框架 — 五層架構、MAPE-K 迴路、迴路病理學，附 Claude Code skill 與 sd0x-dev-flow 實作對照

Code and results for the DLASeR and DLASeR+ framework

Self-tuning scheduler for streaming data workflows on heterogeneous clusters. Combines HEFT-LC, data-locality scheduling, Q-learning, and a MAPE-K autonomic controller.

This repository contains the accompanying artifact to the Spajić and Stolz 2026 paper.

Dissertation for my master's degree. Adapting a MAPE-K loop to a distributed system architecture.

A governor for autonomous agents: autonomy admitted by reversibility, not confidence. Signal-bound rollback, fix-type trust demotion, constitution-as-scored-articles. Zero deps, offline tests, and four production failure post-mortems.

degree project at bachelor level

A Template for SDCI Project, more @ -->

Self-healing mesh networking platform with post-quantum cryptography (ML-KEM/ML-DSA), eBPF/XDP dataplane, and autonomous MAPE-K control loop. Independent engineering research project.

MPR: An MPI Framework for Distributed Self-Adaptive Stream Processing

Sýntixi is a generator implemented in Java language to support the dynamic fusion of software components.

Coche autónomo para la asignatura SUA empleando OSGi