GEO Tracking Experiment: 30 Days Across 4 AI Engines
GEO tracking is the practice of monitoring your brand across AI engines. I ran a 30-day experiment tracking sanjayshankar.me across ChatGPT, Claude, Gemini, and…
Journal 34
Blog
Field notes on agentic SEO, AI agents, and leading engineering teams. Written from real launches, not theory.
How to Automate Technical SEO Audits with AI Agents
Technical SEO audits should be automated. Not because humans are bad at them - because they're too slow. AI agents can speed up this…
Agentic SEO: Why Rankings Are No Longer Enough in the Age of AI Search
Agentic SEO is the answer to a question traditional SEO tools can't solve. I wrote about this shift back in April in my post…
We Ran a Market Simulation On Our Own Product – Here’s What 19 AI Agents Predicted About visibility.so
Most startups wait until launch to learn if their market is ready. We're doing it differently. Before we build the next major version of…
MiroFish AI: How to Use It for Market Simulation (2026 Guide)
You've seen the headlines: "I simulated my market launch with 44 AI agents." You've probably even read the MiroFish setup guide and got it…
How SocratiCode Slashed Our LLM Token Costs by 78% While Building a Complex Flight Data Platform
A real-world case study from building the Flight Data Dashboard — a monorepo with NestJS, Next.js, Stripe, and Clerk When we embarked on building…
HermesAgent vs OpenClaw: The Complete Comparison Guide for 2026
Choosing between HermesAgent vs OpenClaw is one of the biggest decisions developers face when setting up an open-source AI agent in 2026. Both tools…
Agentic SEO: The Powerful Shift From Rankings to AI Visibility in 2026
I want to start with something honest: I didn't "do" SEO on my site for the last few months.My agents did. And yet, in…
How to Install MiroFish: AI Market Simulation Setup Guide (2026)
This is the technical deep dive behind my AI market simulation post. If you want to run your own MiroFish simulation for a SaaS launch or product…
I Simulated My Market Launch Before Writing a Single Line of Code – Here’s What AI (Mirofish) Told Me
Most founders test ideas by calling a few friends, sending a survey to their Twitter/X followers, or shipping an MVP and hoping for the…
How I Built a $0 Multi‑Agent Engineering Team with Paperclip and OpenClaw
I used to run my entire content process in one long AI chat thread. At first, it felt productive, but once I started publishing…
How I Built My Own Private AI Agent “Amit” Using AWS, Coolify & OpenClaw
Self Hosted AI Agent on AWS – My Complete Setup A self hosted AI Agent on AWS gives you full control over infrastructure, privacy,…
How I Use Small AI-Powered Internal Tools to Improve Team Productivity (Without Extra Cost)
AI-powered internal tools for team productivity became essential for me as my teams grew and work updates started getting scattered across multiple Discord channels.…
Pressure Is a Privilege – A Story From the Week I Became a Developer Again
Pressure is a privilege, but it rarely feels that way when you are inside it. Pressure doesn’t always arrive loudly.Sometimes, it walks in quietly…
The Art of Code Review: Building Better Teams
How to conduct code reviews that build better teams and ship better software.
High Performance Team Culture: 5 Pillars That Actually Work
The 5 pillars of building a high-performance engineering team culture that lasts.