---
title: "Technical - Sanjay Shankar M"
url: https://sanjayshankar.me/category/technical/
site: Sanjay Shankar M
---

# Technical - Sanjay Shankar M

Deep dives into Technical systems design and software architecture. Practical engineering guides for building robust, scalable, and maintainable code.

- [AI Agent Budget Control: 5 Proven Rules to Stop Overspending](https://sanjayshankar.me/ai-agent-budget-control/) — AI agent budget control: how to cap spend at three levels, meter actions before they run, and stop AI agent costs from spiralling. (2026-09-10)
- [Google Preferred Sources: The Critical GEO Signal for 2026](https://sanjayshankar.me/google-preferred-sources-geo-guide/) — Google Preferred Sources: Google's new button lets readers pick your site in AI answers. Here is what it means for GEO and how to win it. (2026-08-21)
- [How to Deploy AI Agents on Your Team in 5 Proven Steps](https://sanjayshankar.me/how-to-deploy-ai-agents/) — How to deploy AI agents on your team in 5 proven steps: pick one workflow, set boundaries, keep a human in the loop, measure output, then scale. (2026-08-17)
- [AI Company Brain: How to Build One in 5 Steps](https://sanjayshankar.me/ai-company-brain-5-step-guide/) — AI company brain: how to build one for your startup. A 5-step guide with a free open-source kit covering standups, GTM tracking, reports, and team alignment. (2026-08-11)
- [How GEO Works: The Mechanics of AI Visibility in 2026](https://sanjayshankar.me/how-geo-works-ai-visibility-mechanics/) — How GEO works under the hood: query fan-out, RAG retrieval, chunking, entity signals, and the citation factors that decide whether AI engines mention your brand. (2026-08-11)
- [How Traditional SEO Works: 4 Pillars That Still Matter in 2026](https://sanjayshankar.me/how-traditional-seo-works-pillars/) — How traditional SEO works under the hood: crawling, indexing, Core Web Vitals, and the quick wins that still drive rankings in 2026. (2026-08-06)
- [How AI Search Engines Work: A Technical Guide for SEO](https://sanjayshankar.me/how-ai-search-engines-work-technical-guide/) — How AI search engines actually work under the hood: query fan-out, RAG retrieval, chunking, the search indexes behind ChatGPT, Gemini, Claude, and Perplexity. (2026-08-04)
- [Agentic SEO Services: What They Actually Include](https://sanjayshankar.me/agentic-seo-services-what-they-include/) — Agentic SEO services should include 4 verifiable capabilities. Here is what to look for and how to tell real agentic SEO from rebranded retainers. (2026-07-28)
- [What Is Agentic SEO? A Complete Guide for 2026](https://sanjayshankar.me/what-is-agentic-seo-complete-guide-2026/) — What is agentic SEO and how is it different from GEO and AEO? A complete guide covering how AI agents evaluate content, the 5-layer loop, and real implementation examples. (2026-07-21)
- [GEO vs AEO vs Agentic SEO: 3 Critical Differences Explained](https://sanjayshankar.me/geo-vs-aeo-vs-agentic-seo/) — GEO vs AEO vs Agentic SEO are three different concepts. Learn what each one means, how they differ, and which one your team should prioritize first. (2026-07-15)
- [llms.txt Guide: What It Is and How to Create One](https://sanjayshankar.me/llms-txt-guide-ai-crawler-optimization/) — Learn llms.txt guide, how it helps AI systems understand your site, and step-by-step instructions to create one for WordPress, Shopify, or any CMS. (2026-07-09)
- [GEO Tracking Experiment: 30 Days Across 4 AI Engines](https://sanjayshankar.me/geo-tracking-brand-across-ai-engines-30-days/) — Proven GEO tracking experiment across ChatGPT, Claude, Gemini, and Perplexity. Real data reveals how each AI cites brands differently. (2026-07-06)
- [How to Automate Technical SEO Audits with AI Agents](https://sanjayshankar.me/ai-agent-technical-seo-audits/) — Learn how to automate technical SEO audits using AI agents to eliminate manual spreadsheets, auto-create developer tasks, and cut audit times. (2026-06-23)
- [Agentic SEO: Why Rankings Are No Longer Enough in the Age of AI Search](https://sanjayshankar.me/agentic-seo-ai-search-2026/) — Agentic SEO connects AI visibility tracking, automated execution, and human collaboration into a single operating system for modern search. (2026-06-18)
- [MiroFish AI: How to Use It for Market Simulation (2026 Guide)](https://sanjayshankar.me/how-to-use-mirofish-ai-guide/) — MiroFish AI guide: how to use it for market simulation, prompts, setup, pricing, and interpreting agent results. Step-by-step with real templates. (2026-06-15)
- [How SocratiCode Slashed Our LLM Token Costs by 78% While Building a Complex Flight Data Platform](https://sanjayshankar.me/socraticode-llm-token-savings-case-study/) — Real case study: how SocratiCode cut LLM token costs by 78% in a NestJS + Next.js monorepo, saving 79% tokens and 22.5 dev hours with smarter codebase context. (2026-06-04)
- [HermesAgent vs OpenClaw: The Complete Comparison Guide for 2026](https://sanjayshankar.me/hermesagent-vs-openclaw-comparison/) — HermesAgent vs OpenClaw compared in 2026: features, token costs, security, and setup. 7 key differences to decide which open-source AI agent fits your workflow. (2026-05-04)
- [Agentic SEO: The Powerful Shift From Rankings to AI Visibility in 2026](https://sanjayshankar.me/agentic-seo-future-rankings-ai-visibility-2026/) — Agentic SEO is transforming how websites rank in 2026. See how I used AI agents and real Search Console data to automate and improve search visibility. (2026-04-08)

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