ACAlex Chernyshinalex-chernysh.hashnode.dev·May 11 · 10 min readForecasting Without Prophecy: a plain-text disciplineBack to notes I am a fire Aries ruled by Mars, and even I will not pretend the future is a thing you can read off a chart. Calibrated uncertainty does the work prediction promises. The difference shows up six months later, when you can still grade wh...00
ACAlex Chernyshinalex-chernysh.hashnode.dev·May 11 · 6 min readRightLayout: Shipping a Mac AI Tool, Then Letting GoBack to notes I built RightLayout because every keyboard-layout corrector I tried for macOS broke on names, code, and typos. It was a small bet: train a CoreML model from scratch, three layouts, on-device. It worked. Then the maintenance bill came du...00
ACAlex Chernyshinbernstein.hashnode.dev·May 11 · 6 min read1.10.1 through 1.10.6: the shipped thingsThe v1.10.0 post covered the regulated-deployment work. The five point releases since are not headline-shaped. They are the things people kept asking for in issues and the things that were quietly broken once we tried to use the orchestrator on a rea...00
ACAlex Chernyshinbernstein.hashnode.dev·May 11 · 8 min readShipping the orchestrator onto someone else's boxThis is the on-prem / regulated-deployment notes for 1.10 — mTLS cluster mode, signed lineage records, air-gapped install, a capability gate against the lethal-trifecta exfiltration class. If you're looking for "how to install it on my laptop," that'...00
ACAlex Chernyshinbernstein.hashnode.dev·Apr 21 · 5 min readOrchestration primitive or desktop ADE? Choosing your multi-agent coding layer in 2026The multi-agent coding tool category went from a handful of projects in late 2024 to thirty-plus by mid-2026. Along the way it split into two shapes that solve adjacent-but-different problems. Here's when to reach for each, and why you might end up u...00
