Platform
engineering,
identity &applied AI.

I set technical direction for Sky's multi-tenant AdTech platform and the applied AI that runs on it. Previously co-founded Syntonym — privacy / GAN anonymisation on cloud and edge GPU. On the side, applied AI for healthcare at Asklepion Health.

Latest writing

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  1. Ship Agents Like Products: Notes from Cursor Compile LondonCursor Compile London's filter for agentic systems: three gates, production owners, and why evals and POCs stall teams.#Platform-Engineering#Developer-Experience#Software-Development7 min
  2. The Token Economy of codebase-memory-mcp: A Knowledge Graph BenchmarkOn two Google repos, codebase-memory-mcp returned 22x smaller responses than disciplined grep, but its infra graph and MCP discovery fell short.#Tools#Developer-Experience#AI11 min
  3. AI Tool Gateways: Sandboxing Agent Access in KubernetesAI agents have unlimited ambition and undefined access boundaries. You have sandboxed everything else. Here is how to sandbox your agents too.#Security#Software-Development#Kubernetes9 min
  4. Observing LLM Inference: The Metrics That Actually MatterTTFT is your SLO, not throughput. Here is what to measure for LLM inference, and what Google ADK, LangChain, and LangGraph give you out of the box.#Observability#Software-Development#Platform-Engineering8 min
  5. Network Control with Cilium and Kyverno: Policies That Actually WorkNetwork policies in most clusters are cargo cult: written, accepted, changing nothing. Cilium actually enforces them, and shows you the traffic.#Kubernetes#Security#Platform-Engineering8 min