Last May, I wrote a blog post titled As an Experienced LLM User, I Actually Don’t Use Generative LLMs Often as a contrasting response to the hype around the rising popularity of agentic coding. In that post, I noted that while LLMs are most definitely not useless and they can answer simple coding questions faster than it would take for me to write it myself with sufficient accuracy, agents are a tougher sell: they are unpredictable, expensive, and the hype around it was wildly disproportionate given the results I had seen in personal usage. However, I concluded that I was open to agents if LLMs improved enough such that all my concerns were addressed and agents were more dependable.
│ Cross-model checks │ Window 3: Planner │ Window 3: Worker │
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In 1987's The Living Daylights, James Bond presses a dashboard button to activate retractable tire studs, giving the Aston Martin V8 Vantage he's driving more traction on a frozen lake. That tire technology is no longer limited to the movies. Later this year, Finnish tire brand Nokian is planning to launch a new snow tire with studs that automatically deploy when temperatures drop. The Hakkapeliitta 01 tire will debut in North American and Europe in a variety of sizes, with a focus on Nordic countries.