#Claude Opus 4.7#Anthropic#AI Models#Claude Code#AI Strategy#AI Infrastructure
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How the New Claude Opus 4.7 Changed My Life on Day One
Anthropic released Opus 4.7 and the error count on our validation layer dropped more than four-fold immediately. Here is what I felt on day one - and why 4.6 had been getting worse.
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Strategy
Inherited code and AI. A staged guide to cleaning up your codebase and surfacing the critical bugs
Seven stages for auditing inherited codebases with AI. The statistic is brutal - 100% of inherited systems have at least one critical vulnerability the owner had no idea existed.
Technology
How We Control Computers Is About to Change. Here's My Bet, As an AI Practitioner.
Last Thursday, sixty-five AI agents were working on my computer in parallel while I just described outcomes and verified results. In twelve months the workplace interface has changed more than in the previous twenty years - and the same shift is unavoidable for every office workplace.
Field notes
I Designed an AI System That Could End Corruption and Nepotism in Lithuania
Lithuania's transparency problem isn't a lack of information - the data exists but is dead, unreachable through any normal citizen workflow. Here's the AI infrastructure architecture that would change that, and why building it is feasible right now.