Manifesto · Read First
The 10 Commandments of AI in 2026
Thou shalt scale. Thou shalt cope. Thou shalt pray. Eight patents pending — we found another way.
Read the commandments →6 min · Manifesto
When Life Gives You Lemons,
More GPUs Is Not The Answer.
Sour Lemon Labs Research
Latest
UX For AI: Hint — AI Doesn't Want To Browse To Get Shit Done
You built a search-then-select-then-checkout flow. For a machine. The machine would like a word.
Read →April 2026 · 3 min read
Safety
Who Thought Probabilistic Payment Was A Good Idea: It's Probably Right. Not.
53% of agents exceed permissions. The industry's solution: let the hallucination machine hold the credit card.
Read →April 2026 · 4 min read