TSTalvinder Singhintalvinder.hashnode.dev·May 11 · 5 min readHow to Monitor AI Agents in ProductionSilent failures kill AI agents in production. They don’t crash. They don’t throw errors. They just stop doing what you trained them for. This is not a corner case — it’s the default failure mode. I’m calling this pattern Agentic Drift — the gradual, ...00
TSTalvinder Singhintalvinder.hashnode.dev·May 9 · 4 min readSystematic Large Model Debugging Is the Missing Product DisciplineLarge model failures aren’t bugs. They’re design failures hidden in complexity. Most teams treat large model debugging like a developer’s side hustle or a fire drill. That’s why scaling LLMs remains guesswork disguised as engineering. I’ve worked on ...00
TSTalvinder Singhintalvinder.hashnode.dev·May 8 · 5 min readOrchestration Specs Like Symphony Are the Missing Layer for Multi-Agent EngineeringMulti-agent systems are stuck. The agents themselves—LLMs, microservices, tools—are no longer the bottleneck. The problem is orchestration: the missing contract layer that guarantees coordination, discovery, updates, and compliance at scale. Without ...00
TSTalvinder Singhintalvinder.hashnode.dev·May 8 · 5 min readThe Human-in-the-Loop Autonomy Paradox--- title: "The Human-in-the-Loop Autonomy Paradox" description: "Full AI autonomy increases human oversight demand, not reduces it—design must embed continuous feedback loops." date: 2026-04-28 categories: [AI, Automation, Systems Design] draft: fal...00
TSTalvinder Singhintalvinder.hashnode.dev·May 7 · 5 min readAI Mode in Chrome Is Not Assistantware--- title: "AI Mode in Chrome Is Not Assistantware" description: "Chrome’s AI Mode is augmentware, not assistantware—Google’s quiet retreat reveals a fundamental product architecture truth." date: 2026-04-17 categories: ['AI Product Design', 'Agentic...00
