Projects

Selected research and engineering artifacts

This is a curated portfolio rather than a mirror of every GitHub repository. Research prototypes, demonstrators, experimental evidence and engineering MVPs are labelled according to what they actually establish.

Flagship research

Current core work

Research Prototype · 2026

Policy-Gated Authority for AI Agents in DevSecOps

A deterministic technical-governance prototype investigating when an AI software-engineering agent should be permitted to move from proposing an action to performing a consequential DevSecOps action.

deterministic policy evaluation · scenario-based evaluation · evidence validation · regression testing

Research Demonstrator · 2026

Agentic AI Resilience Lab

A bounded, deterministic simulation environment for studying failure propagation, evidence checking, containment, escalation, context isolation and recovery in multi-stage agentic workflows.

controlled failure injection · structured tracing · deterministic scenario evaluation · context isolation

Research Prototype · 2026

GATE-5G — From Prediction to Permission

A technical-governance research prototype separating AI inference from operational authority in AI-assisted 5G/6G network management, connected to preserved fault-classification evidence.

grouped validation · leakage control · deterministic governance checks · evidence preservation

Supporting research

Conceptual & monitoring demonstrators

Conceptual Demonstrator · 2026

Intentional Agent Monitoring Lab

A compact conceptual-modelling and monitoring demonstrator linking agent roles, tasks, goals, inputs, outputs, verification states, monitoring signals and goal-satisfaction status.

goal-oriented modelling · role and task modelling · trace-level monitoring

Selected engineering

Practical systems work

Engineering MVP · 2026

AI Lead Qualification & Human-Reviewed Follow-Up Automation

A functional n8n workflow MVP in which an LLM extracts structured lead information, deterministic rules score and route the lead, and Gmail prepares a draft for human review rather than sending automatically.

structured LLM extraction · deterministic scoring · rule-based routing · human-in-the-loop approval