A collection of
The oldest moat in software is data ownership. While AI agents change the interface, the canonical state remains the source of power. To build a durable business, agents must move beyond being passthroughs and become the system of record for the data their customers cannot afford to lose.
J Nicolas
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8 min read min read
Valuing AI agent souls requires more than simple SaaS metrics. This guide explores how reputation scores and task success rates impact valuation, using Discounted Cash Flow (DCF) and revenue multiples to determine the fair market price for high-performing digital assets.
J Nicolas
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9 min read min read
In the race to build agent marketplaces, features are easily copied. The real competitive advantage lies in creating an authoritative measurement system—a scoreboard—that defines quality, attracts builders, and earns the trust of buyers through standardized performance benchmarks.
J Nicolas
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6 min read min read