Thoughts on AI, the tech stack, and the indie hacker journey.
The SpaceX S-1 reveals its AI segment (Grok + X platform + Colossus) posted a $2.5B operating loss in Q1 2026 on $818M revenue. SpaceX is renting most of Colossus 1 to Anthropic while training Grok 5 on Colossus 2. For anyone building on Grok's API, these numbers are the risk signal you need to understand.
Adobe tracked over 1 trillion visits to US retail sites. AI-sourced traffic is up 393% year-over-year in Q1 2026 — and for the first time converts better than human traffic, 42% higher. A year ago it converted 38% worse. If you built your content strategy for human search, you're optimizing for a shrinking channel.
On May 26, Altman told a Sydney audience he was 'delighted to be wrong' about an AI jobs apocalypse. HSBC, Amazon, Standard Chartered, and Commonwealth Bank announced AI-driven cuts the same week. Both things are true simultaneously — and the gap between them is where solo operators should be paying attention.
Prompt engineering got you to prototype. Context engineering gets you to production. 82% of IT and data leaders say prompt engineering alone is no longer sufficient. Here's the concrete thing that changed — and what it means for how you actually build AI features that work reliably outside of a demo.
On May 19, Google split its $200/month AI Ultra subscription. The new $100/month developer tier includes $100 in Google Cloud credits per month — enough to run Cloud Run, Vertex AI, and the Gemini API for a low-to-medium-traffic app, for the cost of the subscription itself.
OpenRouter hit a $1.3B valuation moving 25 trillion tokens per week — a 5x increase in six months. If you're still calling the Anthropic or OpenAI API directly, you've built a single-vendor dependency into production on the exact day model routing became enterprise-grade infrastructure.
Google shipped Gemini 3.5 Flash on May 19 at $1.50/$9 per million tokens — 25% cheaper than Gemini 3.1 Pro while beating it on agentic coding benchmarks. If you're still paying Pro prices for agent pipelines, here's the routing math.
Matthew Gallagher launched Medvi, a GLP-1 telehealth startup, with $20K and AI tools, and made $401M in its first year. The actual lesson for solo operators is about context engineering — and the cautionary footnote is about what cuts corners when you scale too fast.
Microsoft released RAMPART on May 20 — a pytest-based framework that brings adversarial red teaming into your CI pipeline as repeatable pass/fail tests. If you're shipping AI agents with no systematic safety testing, this is the tool to add this week.