As the industry declares 2026 the year of “agentic AI,” attention has centered on model leaderboards, GPU counts, and ever-larger context windows. But for organizations actually deploying autonomous agents in production — to book travel, manage cloud infrastructure, diagnose outages,… Read More »Why Agentic AI Needs a Data Constitution Before More GPUs
When Makina Finance was hit by a multimillion-dollar exploit, it wasn’t the protocol’s governance, security council, or even the attacker who ultimately dictated where most of the money went. It was a Maximal Extractable Value (MEV) builder. The incident exposes… Read More »How MEV Bots Hijacked a $4.1M DeFi Exploit — And Claimed the Power to Decide Who Gets Repaid
Introduction: Why Blue-Green vs Canary Deployments Still Matter in 2025 In 2025, every team I work with is under the same pressure: ship features faster, keep uptime high, and avoid surprise incidents in production. With modern Linux and Kubernetes platforms,… Read More »Top 7 Strategies for Blue-Green vs Canary Deployments in 2025
Bitcoin’s volatility is no longer the primary barrier for sophisticated investors. Institutions can model volatility, hedge it with options and futures, and price it into their strategies. What continues to hold back larger and more consistent allocations is something harder… Read More »Why Bitcoin’s Market Depth Looks Deep but Trades Like a Mirage
Landing in London, opening your banking app, and seeing that £1 still buys more than $1 can feel as jarring as a meme coin with eight decimals. For crypto natives used to thinking in sats, token supplies, and market caps,… Read More »Why £1 Still Buys More Than $1: A Crypto Native’s Guide to Fiat Exchange Rates