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Claude Code Costs 2x Pi. Longer Tasks Don’t Fix it.

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Two 2026 studies disagree on coding agent cost. The turn-count crossover everyone assumes is not there. The real variable is requests per… Continue reading on Towards AI

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Seven Ways to Wire an Agent Harness, and What Actually Changes Between Them

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Somewhere in the last year, “harness” quietly became the most overloaded word in agentic AI. I’ve seen it used to mean a system prompt. I’ve seen it used to mean an entire CLI product with a sandbox, ...

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Claude Code Skills vs Subagents vs Hooks vs Workflows: Which to Use in 2026

 Towards AI

Eight primitives, one decision table: what each one costs, what it actually guarantees, and when to delete it. Key Takeaways \- A skill is text Claude reads in your window. A subagent is a second Cla...

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