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Vikas Bendha logo vikasbendha
Vikas Bendha logo vikasbendha

Field Notes
on AI, web & operating

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Plain-spoken essays from a studio of one on AI, the web and operating a business in 2026. Each piece is written first and indexed second, with sources you can check.

6Guides
3Insights
2Updates

Rising frontier of model capability Update
AI in the wild5 min read

The agent stack reset: what actually matters in late 2026

Three years into the agent gold rush, half the tools we praised in 2024 are gone or irrelevant. Here's the stack I run for clients now, and the four shifts that forced the rewrite.

One operator surrounded by agent nodes in a connected workflow Guide
AI in the wild4 min read

Inside a 1-operator AI studio: the actual workflow

Twelve clients, no employees, no agency overhead. Here is the literal day-to-day — what gets delegated to agents, what stays on me, and the four checkpoints that keep it from collapsing.

Org chart with the middle layer fading Insight
AI & jobs3 min read

AI didn't take your job. The middle of the org chart did.

Two years of "AI is replacing X" headlines have buried the actual pattern. The disappearing layer isn't entry-level. It's the middle. Here's why, and what to do if you're sitting in it.

Single-shot search bar contrasted with a versioned prompt library + SOP workflow Guide
AI in the wild4 min read

You bought ChatGPT Teams. Your team uses it like Google.

Most enterprise AI rollouts plateau at single-digit feature usage. Here's the playbook to fix it — prompt library, SOP map, and the 5-step rollout I install in the first week.

Inbox triage routing emails into agent queues Guide
Behind the scenes4 min read

Your inbox is the bottleneck. 4 agents that fix it.

Email eats around four hours a day for the average operator. Here are the four AI agents that take roughly 80% of it back — and the deployment order I install in week one.

The VB glass monogram

Vikas Bendha

Founder — and the person who builds it

Your Stack Might Look Fine.
But Is It Working?

Find out where your stack is wasted, where AI could reclaim hours, and what to fix first. Thirty minutes, no pitch.

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