Evaluating LLM agents: beyond vibes
Agent demos are easy; agent reliability is not. A practical evaluation stack for teams shipping agentic systems to production.
Insights
Field notes from thirteen years of enterprise AI and blockchain work — written for practitioners, not press releases.
Agent demos are easy; agent reliability is not. A practical evaluation stack for teams shipping agentic systems to production.
Regulation has caught up with the hype cycle. Here's what auditors, boards, and the EU AI Act really expect from your model fleet.
Most 'blockchain projects' don't need a blockchain. A sober framework for telling the difference before you spend the budget.
Your RAG system is only as good as your corpus. Why retrieval deserves roadmap-level attention — not a sprint at the end.
The hard part of tokenization was never the token. Custody, settlement, and oracles decide whether it works.
A credible AI strategy is a portfolio of bets with evidence attached. How to sequence investment when the ground keeps moving.
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