# Shawn Yeager > Writing about go-to-market strategy, AI, Bitcoin, and what changes when technology outgrows the market around it. Shawn Yeager has spent 30 years on the commercial side of technology the market hadn't caught up to---from Microsoft's first browser team to Bitcoin payments to frontier tech advisory. The essays and notes here are about the problem he keeps running into: technology that outgrows the commercial machinery around it. ## Essays - [The subscription was an insurance policy](https://shawnyeager.com/the-subscription-was-an-insurance-policy/): Flat-rate SaaS bundled cost predictability as free insurance. AI's real marginal cost ended the underwriting, and usage pricing hands buyers the bill. - [The agent economy runs on permission slips](https://shawnyeager.com/the-agent-economy-runs-on-permission-slips/): Cross River and Stripe mint a single-use card for every agent purchase. The autonomous agent economy is really delegation under bank supervision. - [Cloning Claude](https://shawnyeager.com/cloning-claude/): Alibaba ran 28.8 million queries through Claude to distill it. The API that monetizes a frontier model is also the vector that copies it. - [CUDA is the x86 of AI](https://shawnyeager.com/cuda-is-the-x86-of-ai/): Every open-weight AI model runs on CUDA. NVIDIA owns the platform and the chip beneath it, so the substrate captures the economics the model gives away. - [You can't print this one on a t-shirt](https://shawnyeager.com/cant-print-this-on-a-t-shirt/): Adam Back's RSA t-shirt was classified as a munition in the 1990s. The US just did the same to Anthropic's Fable 5 -- for refusing the Pentagon. - [Who decides which agents get to transact?](https://shawnyeager.com/who-decides-which-agents-get-to-transact/): Mastercard and Visa announced agent credentialing systems on the same day. The claim underneath: the right to decide which AI agents can act in commerce. - [Apple rented the brain](https://shawnyeager.com/apple-rented-the-brain/): Apple just handed Google the intelligence layer of 2.2 billion devices, and the contract clause protecting users costs Google almost nothing. - [Inference got 430× cheaper. Your agent didn't.](https://shawnyeager.com/inference-got-430x-cheaper-your-agent-didnt/): Inference got 430x cheaper per token, but agents burn 100x more of them. Real savings on agentic workloads is 4.3x, not 430x. Why the curves diverge. - [Compute is an energy business. Bitcoin miners knew first.](https://shawnyeager.com/compute-is-an-energy-business/): The binding constraint on AI isn't chips—it's power. The Bitcoin miners who survived the 2024 halving already own the grid-connected megawatts. - [The cost of intelligence just hit zero](https://shawnyeager.com/the-cost-of-intelligence-just-hit-zero/): AI inference prices fell 1000x in three years. Open-weight models like DeepSeek and Kimi mean the floor stays low permanently. - [Every agent in production is a stranger](https://shawnyeager.com/every-agent-in-production-is-a-stranger/): The internet's trust mechanisms all trace back to a human who can be held responsible. Agents remove the human. The infrastructure was not designed for that. - [The catalog isn't the market](https://shawnyeager.com/the-catalog-isnt-the-market/): Registries indexed 100,000+ agents. Developers still use Google to find MCP servers. The catalog problem got solved. The discovery problem didn't. - [The limit isn't reasoning. It's reach.](https://shawnyeager.com/the-limit-isnt-reasoning-its-reach/): Agent connections are still hand-built. The pieces to fix that exist—but nobody's assembled them yet. - [The CLI is the new API](https://shawnyeager.com/the-cli-is-the-new-api/): SaaS companies are shipping CLIs built for agents, not developers. The CLI is the new line between connected and irrelevant. - [The real tokenomics](https://shawnyeager.com/the-real-tokenomics/): The seat was both the pricing unit and the moat. When agents do the work, both collapse. Companies that haven't moved are watching their multiples compress. - [Too big to fail, again](https://shawnyeager.com/too-big-to-fail-again/): AI concentration risk mirrors too big to fail banking. When OpenAI or Anthropic go down, companies that replaced staff with AI pipelines lose all capacity. - [Agents need computers, not compute](https://shawnyeager.com/agents-need-computers-not-compute/): AI agents need persistent environments, not ephemeral compute. The cloud abstracted away the machine—agents are buying it back. - [Agent-era infrastructure](https://shawnyeager.com/agent-era-infrastructure/): Every layer of internet infrastructure assumed a human user. Agents break that assumption across compute, discovery, identity, and payments. - [Agent payments have a three-body problem](https://shawnyeager.com/three-body-problem/): Visa, Mastercard, and PayPal shipped agent payment products. Read the fine print and it's the same system with an agent-shaped UI. The real battle is political. - [Revenue isn't a sales problem](https://shawnyeager.com/revenue-isnt-a-sales-problem/): When revenue stalls, sales gets blamed because it's visible and measurable. The actual constraint usually lives upstream. - [Soldiers, scouts, and the limits of persuasion](https://shawnyeager.com/limits-of-persuasion/): Most people dismiss Bitcoin without looking because nothing in their world has broken yet. The skill is knowing who's ready and directing your energy there. - [Extraction is rational](https://shawnyeager.com/extraction-is-rational/): Every wave of the internet promised to democratize something. Every wave ended in extraction. The pattern isn't greed—it's the money. - [Sovereignty without sacrifice](https://shawnyeager.com/sovereignty-without-sacrifice/): Freedom tech loses when it demands sacrifice. Winning means building products that are better on every dimension—not just principles. - [Product first, partnerships second](https://shawnyeager.com/product-first-partnerships-second/): Bitcoin partnerships succeed when product readiness comes first. Prove the product in market, then use partnerships to scale. - [Why Bitcoin sales is different from SaaS](https://shawnyeager.com/why-bitcoin-sales-is-different/): Bitcoin sales differs from SaaS because you're asking buyers to rethink money itself, not just evaluate software. ## Notes - [Nothing enforces your agent's rules](https://shawnyeager.com/notes/nothing-enforces-your-agents-rules/): Agent skills carry rules with no enforcement underneath. The skill layer is a trust layer—you write the instructions, the model reads them, and you hope. - [I know Kung Fu](https://shawnyeager.com/notes/i-know-kung-fu/): A SKILL.md file turns an agent into a specialist instantly. No training, no fine-tuning. Skills are distribution channels, and the authors are the new buyers. - [Nobody knows how to price for agents](https://shawnyeager.com/notes/nobody-knows-how-to-price-for-agents/): The SaaS debate isn't proprietary AI vs. open. It's that neither path offers a pricing model that works. - [SOUL.md and MEMORY.md are the new hearts and minds](https://shawnyeager.com/notes/new-hearts-and-minds/): Agent-driven discovery replaces ad-driven attention. Products must be legible to SOUL.md and memorable to MEMORY.md—you can't buy placement in either file. - [AI changed what a product is](https://shawnyeager.com/notes/ai-changed-what-a-product-is/): AI agents and open protocols broke the assumption that products have edges, with consequences for positioning, pricing, and competitive dynamics. - [Be unreasonably good at one job](https://shawnyeager.com/notes/be-unreasonably-good-at-one-job/): Startups that scale start by being irreplaceable at one job. Most spread their effort across everything and nothing compounds. - [Engagement is inventory](https://shawnyeager.com/notes/engagement-is-inventory/): Extractive platforms profit from degrading discourse. Nostr + Bitcoin fix the incentives. - [Cloudflare went down again. Reframe resilience.](https://shawnyeager.com/notes/reframe-resilience/): Recurring infrastructure failures create an opening: reframe decentralization as risk management, not ideology - [Launched: Nostr UX pattern library](https://shawnyeager.com/notes/nostr-ux-pattern-library-launch/): Launching nostr-ux.com—evidence-based UX patterns for building Nostr apps that don't lose users - [AWS is the Achilles' heel of surveillance tech](https://shawnyeager.com/notes/aws-is-the-achilles-heel/): AWS outages highlight centralization risks. Meanwhile, Bitcoin and Nostr carry on unimpeded. - [Bitcoin sales requires longer education cycles](https://shawnyeager.com/notes/bitcoin-sales-cycle/): Sales teams try to apply traditional SaaS playbooks and wonder why their pipeline stalls. Bitcoin sales starts further back in the buyer's journey. - [Trust paradox in decentralized systems](https://shawnyeager.com/notes/the-trust-paradox/): Bitcoin is designed to minimize trust. But selling Bitcoin solutions requires building enormous amounts of trust. - [Why partnership frameworks fail in Bitcoin](https://shawnyeager.com/notes/bitcoin-and-partnerships/): Most partnership frameworks assume established categories and known business models. Bitcoin breaks these assumptions. ## Pages - [Shawn Yeager](https://shawnyeager.com/): 30 years commercializing technology ahead of the market, from browsers to Bitcoin to AI. I run Upshift, work with founders, and write about what I learn. - [About](https://shawnyeager.com/about/): Shawn Yeager has spent 30 years commercializing technology before the market caught up, from Microsoft's first browser team to Bitcoin at NYDIG and Amboss. - [Work With Me](https://shawnyeager.com/work-with-me/): Go-to-market consulting for AI and Bitcoin founders building repeatable revenue. 90-day sprints, monthly advisory, and founder coaching. - [Press & media kit](https://shawnyeager.com/media/): Press kit for Shawn Yeager, founder of Upshift and publisher of Sideband. Bio, photos, and contact for journalists, podcasters, and event organizers. - [What I'm focused on now](https://shawnyeager.com/now/): Agent-era infrastructure, Upshift, Sideband, and what I'm thinking about right now. - [Contact](https://shawnyeager.com/contact/): Get in touch with Shawn Yeager on go-to-market, AI, and Bitcoin. Reach me by email, Signal, or book a call directly.