CannyForge is an independent AI practice — publishing across agent systems, architecture, economics, and emerging applications. Written by a builder, for practitioners, executives, and investors shaping what comes next.
The lens is always a practitioner's: grounded in what actually happens when these systems run — not what the benchmarks say, not what the press releases claim. Every piece of writing is backed by real building.
CannyForge (open source) — self-healing AI agents. Catches mistakes in-context and corrects them without retraining or restarting the session. No human in the loop.
Vistory AI — an experiment in AI agentic learning, decision-making, and meta-learning. Provides intuitive visual exploration of economic data across FRED, yFinance, and World Bank as a byproduct of that research.
Agent systems · AI architecture · LLM economics · Agentic coding tools · Domain applications · Business and investment angles · Learning and emerging practice — anything at the frontier of AI and what's being built with it.
Speaking, collaboration, consulting, and any interesting conversation at the intersection of AI and what's being built. Practitioners, executives, investors, and developers — reach out.