All articles published in May 2026 on Solo Operator Stack.
A 293-day internet scan found 1M exposed AI services across 2M hosts. 175,000 Ollama servers in 130 countries. 31% answered anonymous queries with a model loaded. 518 were anonymously proxying paid frontier APIs. If you self-host any LLM, read this before Saturday.
Anthropic plus Blackstone, Hellman & Friedman, Goldman, and a consortium of PE firms put $1.5B behind a services company that embeds engineers inside mid-market companies to integrate Claude. The customer pipeline is built into the cap table. Here's the honest 18-month read for indie AI consultants.
Anthropic released 10 vertical agents for banks and insurers, embedded directly in Excel and PowerPoint. The headlines call it a Wall Street push. The bigger story is that frontier labs just made pre-built vertical agents the new product line — and your custom Claude tool just got priced out.
Cerebras priced its IPO at $115-$125 per share, raising up to $3.5B at a $26.6B market cap, and the book is reportedly 3x oversubscribed. The first real public test of the post-NVIDIA AI chip market matters for indie operators on an 18-month lag — here's the mechanism.
The $1.5B Anthropic services JV with Goldman and Blackstone isn't an abstract threat to indie consultants. It has named customers, named dollars, and a named timeline. I mapped 8 indie consultants from my network to the threat — three are safe, three are at high risk, two are in the worst position. Here's the actual 12-month repositioning plan.
Microsoft shipped a $15/user/month control plane for AI agents and bundled it into a $99 enterprise SKU. Every B2B sales call you take in the next year will reference it. Here's the indie read.
Cloudflare acquired Astro in January. The framework I run this blog on is now stewarded by a deployment platform. Here's the 90-day check-in: what changed, what didn't, and the one watch-item that decides whether the framework stays good for solo devs.
The YC Request for Startups now lists 'AI-powered agencies' as a category. The thesis is that one operator plus ten agents builds a software-margin business inside a service wrapper. If you're already running a solo service operation, this is the memo to read.
Claude's million-token context at standard pricing quietly killed half the RAG plumbing I was about to build. Here's what I deleted, what I kept, and where chunking still wins.
Live content collections, a unified runtime, and an experimental Rust compiler. I run this blog on Astro — here's what I'm upgrading and what I'm leaving alone.
Microsoft turned Copilot into an autonomous task agent — assign it a bug, it spins up a workspace and proposes a fix. That's the exact pitch Cursor and Windsurf have been selling for 18 months. Here's the honest read on the IDE wars.
AI killed the speed advantage. The new moat is design — which is awkward, because most of us got into this because we hated design. Here's a non-designer's checklist for shipping something that looks like it cost money.
Two years ago AI was a rounding error in my budget. Now it's the line item that buys me everything else's lunch. The actual numbers, the cuts, and the rule I use to decide what stays.
The distribution-not-product line is repeated until it loses meaning. The playbook behind it is real, the numbers are public, and I'm violating most of it on this blog. Here's the honest accounting.
Adam Selipsky is running a fresh $10B AI infrastructure company funded by KKR. It's not built for indie devs — but it changes the floor on what hosted inference costs in 2027 in a way that does affect us.
Apple picked Google's Gemini to power the next Siri. Every blog will frame it as Apple losing the AI race. The contrarian read for indie Apple-ecosystem devs is that this is good news — and here's the App Intents homework you should do this week.
If you have an old WordPress site, an email account, or a side project on shared hosting that you haven't logged into in two years, this CVE is for you. The 30-minute audit is worth doing today.