{"id":1679,"date":"2026-03-27T09:14:11","date_gmt":"2026-03-27T16:14:11","guid":{"rendered":"https:\/\/www.ghosh.com\/blog\/?p=1679"},"modified":"2026-03-27T10:22:41","modified_gmt":"2026-03-27T17:22:41","slug":"ai-wave-2-of-3-has-arrived-ai-agents","status":"publish","type":"post","link":"https:\/\/www.ghosh.com\/blog\/ai-wave-2-of-3-has-arrived-ai-agents\/","title":{"rendered":"AI Wave 2 of 3 Has Arrived: AI Agents"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><h2>The Next Wave Is Already Here: AI Agents<\/h2>\n<p>About two years ago, I started nudging people I care about toward AI chat. Not as a novelty, but as something worth paying attention to. Something that would matter.<\/p>\n<p>Today, I\u2019ll be blunt: if you still haven\u2019t tried it, you\u2019re behind.<\/p>\n<p>But that\u2019s not even the point anymore.<\/p>\n<p>We\u2019re already moving into the next wave.<\/p>\n<div style=\"height: 40px;\">\u00a0<\/div>\n<h2>AI Chat Was Step One. Agents Are Step Two.<\/h2>\n<p>AI chat was the on-ramp. Ask questions, get answers, speed things up.<\/p>\n<p>Useful, yes. But still passive.<\/p>\n<p>AI agents are different.<\/p>\n<p>They don\u2019t just answer. They <em>do<\/em>.<\/p>\n<p>They produce work. Real output. Files, code, analysis, actions. They take direction and run with it.<\/p>\n<p>If you\u2019re a programmer, you\u2019ve seen this coming. Agents have been writing code\u2014relentlessly\u2014for the past couple of years. Fast, tireless, and increasingly competent.<\/p>\n<p>Now those same capabilities are being packaged for everyone else.<\/p>\n<div style=\"height: 40px;\">\u00a0<\/div>\n<h2>What Makes Agents Different<\/h2>\n<p>The key shift is this:<\/p>\n<p>You run them locally (or semi-locally), and you give them controlled access to your world.<\/p>\n<ul>\n<li>Your files<\/li>\n<li>Your apps<\/li>\n<li>Your accounts<\/li>\n<li>Your workflows<\/li>\n<\/ul>\n<p>That\u2019s where the magic happens.<\/p>\n<p>Instead of asking a question and copying an answer, you\u2019re delegating tasks. You\u2019re building a layer between you and the work.<\/p>\n<p>Yes, it\u2019s early. There\u2019s friction. There\u2019s a learning curve.<\/p>\n<p>But the upside is not subtle.<\/p>\n<p>The people who invest a little time now are going to compound that advantage fast.<\/p>\n<div style=\"height: 40px;\">\u00a0<\/div>\n<h2>A Spectrum of Personalities (and Capabilities)<\/h2>\n<p>Not all agents are created equal.<\/p>\n<p>Some feel like pirates with a keyboard\u2014powerful, chaotic, and a little unpredictable (think tools like OpenClaw).<\/p>\n<p>Others feel more like corporate middle managers\u2014safe, polished, but sometimes\u2026 limiting (hello, Microsoft Copilot).<\/p>\n<p>You\u2019ll find your preference somewhere on that spectrum.<\/p>\n<div style=\"height: 40px;\">\u00a0<\/div>\n<h2>Where I\u2019d Start Right Now<\/h2>\n<p>If you want a practical entry point, I\u2019d point you to Claude Cowork by Anthropic.<\/p>\n<p>Not a sponsorship. Not a pitch.<\/p>\n<p>Just a solid balance of:<\/p>\n<ul>\n<li>Capability<\/li>\n<li>Safety<\/li>\n<li>Usability<\/li>\n<\/ul>\n<p>It\u2019s one of the few places where the promise of agents actually starts to feel real without overwhelming you.<\/p>\n<div style=\"height: 40px;\">\u00a0<\/div>\n<h2>Getting Started (Watch These First)<\/h2>\n<h3>1. Simple Intro (How To Get Started)<\/h3>\n<p><div class=\"video-shortcode\"><iframe title=\"Claude Cowork: The AI That Actually Does Your Work\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/pXR_bShli10?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div>\n<\/p>\n<h3>2. What It Looks Like When Someone <em>Really<\/em> Uses It<\/h3>\n<p><div class=\"video-shortcode\"><iframe title=\"How to Actually Use Claude Cowork (Step-by-Step)\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/xkh8VpgITpo?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div>\n<\/p>\n<h3>3. Skills = The Real Unlock<\/h3>\n<p><div class=\"video-shortcode\"><iframe title=\"How to Use Claude Cowork Better Than 99% of People (Full Guide)\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/HTu1OGWAn5w?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div>\n<\/p>\n<h3>4. Real-World Use Case (Finance)<\/h3>\n<p><div class=\"video-shortcode\"><iframe title=\"Claude Cowork AI Agent Demo: Build Workflows in Minutes\" width=\"1200\" height=\"900\" src=\"https:\/\/www.youtube.com\/embed\/x4jl6v6P8nE?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div>\n<\/p>\n<h3>5. Five Layers<\/h3>\n<p><a href=\"https:\/\/promptedbyeric.substack.com\/p\/claude-cowork-might-be-the-most-consequential\" target=\"_blank\" rel=\"noopener\">Here&#8217;s a good guide<\/a> by <a href=\"https:\/\/substack.com\/@promptedbyeric\" target=\"_blank\" rel=\"noopener\">Eric Porres<\/a> on how to build your Cowork capabilities by leveraging all five of its capability layers:<\/p>\n<p><a href=\"https:\/\/promptedbyeric.substack.com\/p\/claude-cowork-might-be-the-most-consequential\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"lazyload alignnone  wp-image-1687\" src=\"https:\/\/www.ghosh.com\/blog\/wp-content\/uploads\/2026\/03\/cowork5layers.jpg\" data-orig-src=\"https:\/\/www.ghosh.com\/blog\/wp-content\/uploads\/2026\/03\/cowork5layers.jpg\" alt=\"Illustration of layered context architecture, showing extensions, operating manual, skills, plugins, and projects, with a person working at the top layer.\" width=\"593\" height=\"395\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27593%27%20height%3D%27395%27%20viewBox%3D%270%200%20593%20395%27%3E%3Crect%20width%3D%27593%27%20height%3D%27395%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.ghosh.com\/blog\/wp-content\/uploads\/2026\/03\/cowork5layers-200x133.jpg 200w, https:\/\/www.ghosh.com\/blog\/wp-content\/uploads\/2026\/03\/cowork5layers-300x200.jpg 300w, https:\/\/www.ghosh.com\/blog\/wp-content\/uploads\/2026\/03\/cowork5layers-400x267.jpg 400w, https:\/\/www.ghosh.com\/blog\/wp-content\/uploads\/2026\/03\/cowork5layers-600x400.jpg 600w, https:\/\/www.ghosh.com\/blog\/wp-content\/uploads\/2026\/03\/cowork5layers-768x512.jpg 768w, https:\/\/www.ghosh.com\/blog\/wp-content\/uploads\/2026\/03\/cowork5layers-800x534.jpg 800w, https:\/\/www.ghosh.com\/blog\/wp-content\/uploads\/2026\/03\/cowork5layers-1024x683.jpg 1024w, https:\/\/www.ghosh.com\/blog\/wp-content\/uploads\/2026\/03\/cowork5layers-1200x800.jpg 1200w, https:\/\/www.ghosh.com\/blog\/wp-content\/uploads\/2026\/03\/cowork5layers.jpg 1456w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 593px) 100vw, 593px\" \/><\/a><\/p>\n<div style=\"height: 40px;\">\u00a0<\/div>\n<h2>One Concept Worth Paying Attention To: \u201cSkills\u201d<\/h2>\n<p>If you\u2019re technical, think of skills as natural-language subroutines.<\/p>\n<p>Reusable chunks of capability you can call on demand.<\/p>\n<p>This is where things get interesting:<\/p>\n<ul>\n<li>You stop prompting from scratch<\/li>\n<li>You start building systems<\/li>\n<li>You accumulate leverage over time<\/li>\n<\/ul>\n<p>That\u2019s the shift most people haven\u2019t internalized yet.<\/p>\n<div style=\"height: 40px;\">\u00a0<\/div>\n<h2>Where This Is Going<\/h2>\n<p>I\u2019m still figuring out my long-term seat on this train.<\/p>\n<p>Builder? Operator? Investor? All of the above?<\/p>\n<p>But I\u2019m certain about one thing:<\/p>\n<p>This is not a side trend.<\/p>\n<p>This is a new layer of how work gets done.<\/p>\n<p>And once you cross the line and actually start employing agents in your workflow, you\u2019ll remember it. It\u2019s a clear before-and-after moment.<\/p>\n<p>So you might as well make that shift sooner rather than later.<\/p>\n<\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":2,"featured_media":1683,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[41],"tags":[],"class_list":["post-1679","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/www.ghosh.com\/blog\/wp-json\/wp\/v2\/posts\/1679","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ghosh.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ghosh.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ghosh.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ghosh.com\/blog\/wp-json\/wp\/v2\/comments?post=1679"}],"version-history":[{"count":6,"href":"https:\/\/www.ghosh.com\/blog\/wp-json\/wp\/v2\/posts\/1679\/revisions"}],"predecessor-version":[{"id":1693,"href":"https:\/\/www.ghosh.com\/blog\/wp-json\/wp\/v2\/posts\/1679\/revisions\/1693"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ghosh.com\/blog\/wp-json\/wp\/v2\/media\/1683"}],"wp:attachment":[{"href":"https:\/\/www.ghosh.com\/blog\/wp-json\/wp\/v2\/media?parent=1679"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ghosh.com\/blog\/wp-json\/wp\/v2\/categories?post=1679"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ghosh.com\/blog\/wp-json\/wp\/v2\/tags?post=1679"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}