Insights

Thinking, in the open.

Field notes from thirteen years of enterprise AI and blockchain work — written for practitioners, not press releases.

EngineeringSep 2026 · 8 min readFeatured

Evaluating LLM agents: beyond vibes

Agent demos are easy; agent reliability is not. A practical evaluation stack for teams shipping agentic systems to production.

GovernanceAug 2026 · 6 min read

What AI governance actually requires in 2026

Regulation has caught up with the hype cycle. Here's what auditors, boards, and the EU AI Act really expect from your model fleet.

BlockchainJul 2026 · 5 min read

When a blockchain is the wrong answer

Most 'blockchain projects' don't need a blockchain. A sober framework for telling the difference before you spend the budget.

EngineeringJun 2026 · 7 min read

Retrieval quality is a product decision

Your RAG system is only as good as your corpus. Why retrieval deserves roadmap-level attention — not a sprint at the end.

BlockchainMay 2026 · 6 min read

Tokenized assets: the plumbing matters more than the pitch

The hard part of tokenization was never the token. Custody, settlement, and oracles decide whether it works.

StrategyApr 2026 · 9 min read

Building an AI roadmap your board can trust

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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