Agentic AI Portfolio
Autonomous pentesting, defense-in-depth agent gateways, real-time code quality layers, and algorithmic trading engines.
TeamFlow
Observability, automation and agentic SDLC management: every agent workstream on one board, stuck agents found and fixed, and code that never leaves your organisation.
Provely
A workflow verifier for AI agents that take side-effecting actions. A separate verifier decides whether reality satisfies the promise, and issues a signed receipt.
Heart
Real CT-derived four-chamber anatomy inside an MRI-segmented body, driven by a physiological activation model and rendered live in the browser with a synchronized, model-derived 12-lead ECG.
Doc
A probabilistic causal-graph physician: exact noisy-OR inference over a causal knowledge graph, with decision-theoretic stopping that picks the most informative next question.
Grow
A developer growth OS in beta: Grow researches your product, rebuilds and optimizes your site, generates and distributes content, studies competitors and measures real outcomes, 24×7.
claudeflow
A Claude Code mod that sorts one interleaved session (side questions, loops, subagents) into colour-coded semantic streams, each with its own live status, history and a status card that shows what needs you first.
Vault
Secrets for every Claude surface (Claude Code on the Mac, cloud sessions, Claude Desktop, GitHub Actions) from one master list in AWS Secrets Manager. Each project picks the keys it needs; approval is one Touch ID, Face ID or passkey.
codercat
The animated pixel-art Scottish Fold from TeamFlow, extracted into a drop-in component and small SDK: a vanilla call, a custom element and a React component, with 41 animations across five moods. Private project; Macleod Labs mascot.
MechKit
Send a bounded component-and-claim model; get back a reproducible layout that passes the declared checks, or the exact constraints still in conflict. An LLM geometry guess is never a verified result.
Deal-Room Exact Answers
Design for answering hard deal-room questions with figures traced to a printed cell, compiled SQL instead of LLM arithmetic, and a published error list.
Agent Risk Graph
Design for a static scanner that proves agent exfiltration paths with CodeQL, checks them against the Rule of Two, then shows a flow-control fix blocking them.
Local Voice Agent
A voice agent that runs entirely on one M2 Max: audio-native turn detection, barge-in that trims memory to what the caller heard, and per-stage latency.
Modular
A modular materials foundry planner: a 3D Earth testbed with glass and steel lines, P&ID flowsheets, and a discovery-and-planning library of process dossiers.
Swarm Fleet Planner
Plans work for a fleet of vehicles over a terrain model: site map, haul roads and harvest coupe, soil, slope and water layers, a task board and a construction plan.
Evolutionary Engine Designer
Evolves electric motor topologies: each genome renders as a design graph and a 3D cutaway, and the elite designs are compared by material, grade and performance score.
Mechanic
Interactive 3D disassembly guides: a planetary gearbox and a ball valve taken apart step by step, with labelled parts, X-ray views and instructions for each step.
On Yer Bike
A tongue-in-cheek cycling app: live route, heart-rate zones and elevation, a "shark in pursuit" pacing chase, and a sandwich for finishing.
Forge
Real-time quality gates for AI-generated code. Catches LLM degradation before it ships, across Claude Code, Cursor, Codex, and OpenCode.
McClawd
Defense-in-depth Rust agent platform. A security-first reimagining of the Claude Code / OpenClaw agent framework with sandboxing, isolated secrets, and full audit trails.
CPG Scanner
Static analysis that maps the attack surface of any LangChain or LangGraph app — MITRE ATLAS taint chains, architecture, and control gaps, from source.
Heimdall Security Suite
Plugin-based security orchestration platform that fuses 15+ scanner engines into unified SBOM and vulnerability reports. Live as CodeCheck.dev. Multi-tenant, AWS-native, real-time.
GCoder
A graph-native coding agent that models code, runtime, infra, and security as one queryable SystemGraph — replacing flat-context copilots with localized subgraph retrieval.
McWiki
Biometrically secured macOS menu bar personal knowledge base. Watches your notes, auto-summarises with LLMs, compounds them into a wiki you actually keep coming back to.
AI Scrummaster
AI-powered Scrum Master that analyses real git history from major OSS projects (Kubernetes, Rust, Django, PyTorch, Grafana) to surface team health, velocity patterns, and engineering blockers.
IronBox
Rust-native sandbox engine with pluggable security hooks. e2b-compatible API for self-hosted or managed agent code execution. Production-ready core with comprehensive defense-in-depth security layer.
MCP Stack
A full-stack MCP toolkit experiment — pluggable tool server, AWS Lambda client, and Monaco-powered web UI. Three repos that compose into one coherent MCP orchestration story.
Real-Time Voice AI
Engineering sub-second voice agents over telephony: VAD-gated streaming ASR over the non-streaming Whisper model, semantic endpointing, barge-in, and per-clause TTS overlap.
Deal-Room Document Intelligence
Hybrid retrieval over contracts, due-diligence packs, and financial filings — precise, complete, and citation-backed answers at scale, where naive RAG returns partial or hallucinated results.
Vulnflow
High-performance static analysis for JavaScript and Node.js using diffusion-based taint tracking and pattern detection. Research-stage Rust engine with Python tooling on top.
Cartographer — Cloud Visualization
Multi-cloud infrastructure visualization with AWS Pattern Language (LoD 0-4) and automatic CloudFormation import.
ShipGen — AI Ship Designer
AI-powered ship layout designer using WARGEAR algorithms from TU Delft with LLM strategic planning and maritime compliance.
Task Runner — Workflow Engine
Scalable workflow engine for DuckDB/S3 operations with per-task isolation and data lineage tracking.
Crypto Arbitrage Chainer
Real-time crypto arbitrage detection with advanced risk assessment and network visualization of 120+ pairs.
SLAM-Based Crypto Trading
Revolutionary SLAM particle filtering applied to crypto trading with Apple Silicon MPS acceleration.
AI Economics Advisor
Real-time economic analysis platform with live market data and vector database for precedent search.
HyperCoder — AI Coding Agent
1-shot learning coding agent with retrieval-locked generation and ≤1% hallucination target.
10XLabs Container Platform
Pioneering container platform started in 2011 — three years before Docker went mainstream — with software-defined networking and sub-second provisioning, discovered accidentally while building browser-based coding labs for the 10xEngineer e-learning startup.
DevOps Foundation Principles
Early pioneer work in founding DevOps: 'Development Operations Done Right' (2006), a vision paper written at Morgan Stanley before the term existed.
Azara.ai Platform
Revolutionary agentic AI workflow platform with multiple breakthrough inventions. Autonomous agent orchestration for enterprise automation.