https://rtsnstudios.com/insights Long-form essays from a Singapore studio operating brand and operations alongside founder-led teams — on brand drift, methodology transparency, and AI-operated workflows. en RTSN Studios kenny@rtsnstudios.com (Kenny) kenny@rtsnstudios.com (Kenny) Wed, 03 Jun 2026 09:00:00 +0800 Hand-authored static feed (manifesto/website/rss.xml) https://rtsnstudios.com/insights-knowledge-ai-memory https://rtsnstudios.com/insights-knowledge-ai-memory Wed, 03 Jun 2026 09:00:00 +0800 AI That Operates How AI agent memory actually works, what RAG can and cannot do, the 100K-token cost inflection point, and what the 2025–2026 vendor landscape means for teams building AI-operated workflows. https://rtsnstudios.com/insights-knowledge-flywheel https://rtsnstudios.com/insights-knowledge-flywheel Wed, 03 Jun 2026 09:00:00 +0800 AI That Operates The four-stage knowledge flywheel for AI-operated systems: execute, capture, distil, deploy. Why most flywheels stall at month three, and the disciplines that keep them compounding. https://rtsnstudios.com/insights-knowledge-orchestration https://rtsnstudios.com/insights-knowledge-orchestration Wed, 03 Jun 2026 09:00:00 +0800 AI That Operates Production evidence on multi-agent orchestration: failure rates, topology tradeoffs, framework choices, and what running a system over months actually requires. https://rtsnstudios.com/insights-knowledge-skills-and-tools https://rtsnstudios.com/insights-knowledge-skills-and-tools Wed, 03 Jun 2026 09:00:00 +0800 AI That Operates Function calling, MCP, Agent Skills, and tool governance — what founders and operators need to know about equipping AI agents with reliable capabilities. https://rtsnstudios.com/insights-knowledge-governance https://rtsnstudios.com/insights-knowledge-governance Wed, 03 Jun 2026 09:00:00 +0800 AI That Operates What AI governance actually requires in 2026: the EU AI Act high-risk rules, Singapore’s agentic AI framework, audit trail standards, and the four failure patterns to design around. https://rtsnstudios.com/insights-knowledge-costs https://rtsnstudios.com/insights-knowledge-costs Wed, 03 Jun 2026 09:00:00 +0800 AI That Operates Token prices fell 1,000x in three years. Agentic workflow costs compound at O(n²). A practical guide to cost discipline for AI-operated systems — from prompt caching to model routing. https://rtsnstudios.com/insights-knowledge-open-vs-closed-models https://rtsnstudios.com/insights-knowledge-open-vs-closed-models Wed, 03 Jun 2026 09:00:00 +0800 AI That Operates The 2026 state of open-weight vs closed AI models for founders running AI-operated workflows: licensing, cost breakevens, agentic gaps, and the hybrid architecture that holds up. https://rtsnstudios.com/insights-brand-book-unopened https://rtsnstudios.com/insights-brand-book-unopened Fri, 22 May 2026 09:00:00 +0800 The Drift Problem A brand book is a document, not a system. Four failure modes that keep a brand book dormant — the PDF problem, the searchability problem, the team-not-onboarded problem, and the structural no-API gap. https://rtsnstudios.com/insights-anatomy-s2-verbal https://rtsnstudios.com/insights-anatomy-s2-verbal Fri, 22 May 2026 09:00:00 +0800 Show the Work The methodology made visible — Section 2 Verbal walked end-to-end through six steps, using Ann Siang Chambers as the worked example. Not described, built. https://rtsnstudios.com/insights-ai-operated-vs-generated https://rtsnstudios.com/insights-ai-operated-vs-generated Fri, 22 May 2026 09:00:00 +0800 AI That Operates AI-generated and AI-operated are different practices. They produce different artefacts, require different governance, and only one is sustainable as a service-tier discipline. https://rtsnstudios.com/insights-workshop-two-days https://rtsnstudios.com/insights-workshop-two-days Fri, 22 May 2026 09:00:00 +0800 The Founder's Brand The Discovery Workshop is two days by design. The reasoning is operational and cognitive — discovery quality is constraint-shaped, and founder attention degrades reliably after the second day. https://rtsnstudios.com/insights-knowledge-hub https://rtsnstudios.com/insights-knowledge-hub Fri, 22 May 2026 09:00:00 +0800 AI That Operates A modular, self-updating research surface. Seven topics on running AI inside a real business — memory, knowledge flywheels, orchestration, skills, governance, costs, and the open-vs-closed-model question. Updated monthly. https://rtsnstudios.com/insights-brand-drift-cost https://rtsnstudios.com/insights-brand-drift-cost Tue, 19 May 2026 09:00:00 +0800 The Drift Problem 81% of companies produce off-brand content regularly; marketing leaders spend a fifth of their week correcting it. Brand drift is a documented operational tax — here is what the research shows.