Pendo's CPO ($2.6B) monitors 45 enterprise deals without attending pipeline reviews. The architecture behind personal AI systems for executive leaders.
Shopify's CEO got 53% faster Liquid rendering via autoresearch. Anthropic runs 6 marketing channels with one person. From theory to production numbers.
Every open-source AI agent framework needs infrastructure to run. How to decide between self-hosting, managed platforms, and working with a technical partner.
The context window is limited. What you put in — and what you leave out — determines whether your AI agent solves problems or hallucinates. Practical guide.
Perplexity says a $200/month agent replaced $225K in marketing tools. What's real, what's marketing, and what changes for mid-market companies.
What autonomous AI loops would look like at Grupo Monge, Pollo Campero, Caracol Knits, El Latino Foods, and Super Selectos. Five countries, five industries.
Karpathy released autoresearch: 630 lines of code running 100 AI experiments per night with zero humans. What this signals for B2B operations.
Context window size is a marketing number. What matters is how much information the model actually retains. Real data and practical B2B guide.
Anthropic's data shows companies use just 5% of AI's real potential. Palantir's Alex Karp explains why: missing operational integration, not missing technology.
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