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Deep technical content on agentic AI systems, LLM cost optimization, Commander Architecture, and production SaaS engineering — from 18+ years of building.

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Observability

Observability 3.0: Predictive, Adaptive and Autonomous Systems

Exploring Observability 3.0 patterns, focusing on predictive analysis and automated remediation.

6 min·10 Nov 2025
Observability

Observability 3.0: Predictive, Adaptive and Autonomous Systems

Exploring Observability 3.0 patterns, focusing on predictive analysis and automated remediation.

6 min·10 Nov 2025
Observability

Micro-Service Meshes + AI Ops: Self-Optimising Systems

Implementing service meshes that use machine learning metrics to optimize routing and adjust network capacity automatically.

12 min·24 Jun 2025
Observability

Micro-Service Meshes + AI Ops: Self-Optimising Systems

Implementing service meshes that use machine learning metrics to optimize routing and adjust network capacity automatically.

12 min·24 Jun 2025
Observability

Next-Gen Observability: From Metrics to Intelligence to Autonomy

Exploring next-generation observability, where systems analyze performance metrics and adjust runtime parameters automatically.

14 min·24 Dec 2024
Observability

Next-Gen Observability: From Metrics to Intelligence to Autonomy

Exploring next-generation observability, where systems analyze performance metrics and adjust runtime parameters automatically.

14 min·24 Dec 2024
UX Design

Generative UX: Designing Interfaces That Co-Create with AI

Building user interfaces that dynamically generate their own layouts and component hierarchies based on user intent and real-time outputs.

14 min·10 Nov 2024
UX Design

Generative UX: Designing Interfaces That Co-Create with AI

Building user interfaces that dynamically generate their own layouts and component hierarchies based on user intent and real-time outputs.

14 min·10 Nov 2024
Observability

Observability & AIOps: Predicting Issues Before They Happen

A study on AIOps and predictive observability, focusing on dynamic baseline settings and automated remediation.

14 min·24 May 2024
Observability

Observability & AIOps: Predicting Issues Before They Happen

A study on AIOps and predictive observability, focusing on dynamic baseline settings and automated remediation.

14 min·24 May 2024
Product & Design

The Rise of Intent-Driven UIs: From Clicks to Conversations

How intent-driven interfaces adapt their layouts dynamically using LLM state definitions, replacing fixed dashboards with context-aware UI cards.

12 min·24 Jan 2024
Product & Design

The Rise of Intent-Driven UIs: From Clicks to Conversations

How intent-driven interfaces adapt their layouts dynamically using LLM state definitions, replacing fixed dashboards with context-aware UI cards.

12 min·24 Jan 2024
cloud ai

Multi-Cloud Intelligence and Autonomous Systems

A study on AI-driven automation across multi-cloud and hybrid environments.

6 min·14 Dec 2023
cloud ai

Multi-Cloud Intelligence and Autonomous Systems

A study on AI-driven automation across multi-cloud and hybrid environments.

6 min·14 Dec 2023
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Blog — AI, Agentic Systems, SaaS Engineering | SHIVAM ITCS | SHIVAM ITCS