VIVEK KATARYA

Tracing agentic systems uses hierarchical IDs to form a System DAG, exposing performance and cost issues. Observer agents automate diagnosis and system self-correction.

June 10, 2026

Agentic systems fail silently — loops, hallucinations, corrupted state. You can't debug or improve what you don't trace.

May 22, 2026

Claude Code turns your terminal into an AI collaborator — automating coding loops, scaling workflows, and accelerating development with structured, agentic execution.

April 30, 2026

Agentic monitoring shifts from uptime to decision health — tracking reasoning, performance, resources, and outcomes across dynamic workflows.

March 12, 2026

Agentic AI platforms scale by combining evaluation, resilience, governance, telemetry-driven iteration, low-touch onboarding, and resource management.

February 19, 2026

Scaling agentic AI requires platform-level design: robust messaging, memory, model orchestration, prompts, agent meshes, and safety guardrails, not just better models.

February 17, 2026

Streaming search delivers fast results immediately while slower ones load, dramatically improving perceived user speed and responsiveness.

January 21, 2026

Smart Prefetching anticipates user queries to prefetch results, reducing perceived latency and improving search responsiveness through adaptive, efficient prediction.

December 17, 2025

By delivering a fast, lightweight response first and upgrading it with a slower, richer one later, slow/fast orchestration creates the illusion of zero latency.

November 20, 2025

Perceived speed matters as much as latency. Search can be made to appear instant by using prefetching, slow/fast orchestration, and streaming.

October 28, 2025