{"id":180,"date":"2026-04-04T15:30:42","date_gmt":"2026-04-04T15:30:42","guid":{"rendered":"https:\/\/bkbc.net\/index.php\/2026\/04\/04\/ep209-12-claude-code-features-every\/"},"modified":"2026-04-04T15:30:42","modified_gmt":"2026-04-04T15:30:42","slug":"ep209-12-claude-code-features-every","status":"publish","type":"post","link":"https:\/\/bkbc.net\/index.php\/2026\/04\/04\/ep209-12-claude-code-features-every\/","title":{"rendered":"EP209: 12 Claude Code Features Every Engineer Should Know"},"content":{"rendered":"<div>\n<h2><a href=\"https:\/\/go.bytebytego.com\/Datadog_040426\">Turn cloud logs into real security signals (Sponsored)<\/a><\/h2>\n<div class=\"captioned-image-container\">\n<figure><a class=\"image-link image2 is-viewable-img\" target=\"_blank\" href=\"https:\/\/go.bytebytego.com\/Datadog_040426\" data-component-name=\"Image2ToDOM\"><\/p>\n<div class=\"image2-inset\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/substackcdn.com\/image\/fetch\/$s_!67OY!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2b344c29-3257-4e60-88c3-3d0bf308e958_1201x1201.png 424w, https:\/\/substackcdn.com\/image\/fetch\/$s_!67OY!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2b344c29-3257-4e60-88c3-3d0bf308e958_1201x1201.png 848w, https:\/\/substackcdn.com\/image\/fetch\/$s_!67OY!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2b344c29-3257-4e60-88c3-3d0bf308e958_1201x1201.png 1272w, https:\/\/substackcdn.com\/image\/fetch\/$s_!67OY!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2b344c29-3257-4e60-88c3-3d0bf308e958_1201x1201.png 1456w\" sizes=\"100vw\"><img decoding=\"async\" src=\"https:\/\/bkbc.net\/wp-content\/uploads\/2026\/04\/2b344c29-3257-4e60-88c3-3d0bf308e958_1201x1201.png\" width=\"1201\" height=\"1201\" data-attrs='{\"src\":\"https:\/\/substack-post-media.s3.amazonaws.com\/public\/images\/2b344c29-3257-4e60-88c3-3d0bf308e958_1201x1201.png\",\"srcNoWatermark\":null,\"fullscreen\":null,\"imageSize\":null,\"height\":1201,\"width\":1201,\"resizeWidth\":null,\"bytes\":659947,\"alt\":\"\",\"title\":null,\"type\":\"image\/png\",\"href\":\"https:\/\/go.bytebytego.com\/Datadog_040426\",\"belowTheFold\":false,\"topImage\":true,\"internalRedirect\":\"https:\/\/blog.bytebytego.com\/i\/193030357?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2b344c29-3257-4e60-88c3-3d0bf308e958_1201x1201.png\",\"isProcessing\":false,\"align\":null,\"offset\":false}' class=\"sizing-normal\" alt=\"\" title=\"\" srcset=\"https:\/\/substackcdn.com\/image\/fetch\/$s_!67OY!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2b344c29-3257-4e60-88c3-3d0bf308e958_1201x1201.png 424w, https:\/\/substackcdn.com\/image\/fetch\/$s_!67OY!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2b344c29-3257-4e60-88c3-3d0bf308e958_1201x1201.png 848w, https:\/\/substackcdn.com\/image\/fetch\/$s_!67OY!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2b344c29-3257-4e60-88c3-3d0bf308e958_1201x1201.png 1272w, https:\/\/substackcdn.com\/image\/fetch\/$s_!67OY!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2b344c29-3257-4e60-88c3-3d0bf308e958_1201x1201.png 1456w\" sizes=\"100vw\" fetchpriority=\"high\"><\/picture>\n<div class=\"image-link-expand\">\n<div class=\"pencraft pc-display-flex pc-gap-8 pc-reset\"><button tabindex=\"0\" type=\"button\" class=\"pencraft pc-reset pencraft icon-container restack-image\"><svg role=\"img\" width=\"20\" height=\"20\" viewbox=\"0 0 20 20\" fill=\"none\" stroke-width=\"1.5\" stroke=\"var(--color-fg-primary)\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><g><title><\/title><path d=\"M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882\"><\/path><\/g><\/svg><\/button><button tabindex=\"0\" type=\"button\" class=\"pencraft pc-reset pencraft icon-container view-image\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-maximize2 lucide-maximize-2\"><polyline points=\"15 3 21 3 21 9\"><\/polyline><polyline points=\"9 21 3 21 3 15\"><\/polyline><line x1=\"21\" x2=\"14\" y1=\"3\" y2=\"10\"><\/line><line x1=\"3\" x2=\"10\" y1=\"21\" y2=\"14\"><\/line><\/svg><\/button><\/div>\n<\/div>\n<\/div>\n<p><\/a><\/figure>\n<\/div>\n<p>This guide from Datadog provides best practices on how to use Cloud SIEM to detect threats, investigate incidents, and reduce blind spots across cloud and Kubernetes environments.<\/p>\n<p>You\u2019ll learn how to:<\/p>\n<ul>\n<li>\n<p>Analyze CloudTrail, GCP audit, and Azure logs for suspicious activity<\/p>\n<\/li>\n<li>\n<p>Detect authentication anomalies and common attack patterns<\/p>\n<\/li>\n<li>\n<p>Monitor Kubernetes audit logs for lateral movement and misuse<\/p>\n<\/li>\n<li>\n<p>Correlate signals across services to accelerate investigations<\/p>\n<\/li>\n<\/ul>\n<p class=\"button-wrapper\" data-attrs='{\"url\":\"https:\/\/go.bytebytego.com\/Datadog_040426\",\"text\":\"Get the ebook\",\"action\":null,\"class\":\"button-wrapper\"}' data-component-name=\"ButtonCreateButton\"><a class=\"button primary button-wrapper\" href=\"https:\/\/go.bytebytego.com\/Datadog_040426\"><span>Get the ebook<\/span><\/a><\/p>\n<div>\n<hr>\n<\/div>\n<p>This week\u2019s system design refresher:<\/p>\n<ul>\n<li>\n<p>12 Claude Code Features Every Engineer Should Know<\/p>\n<\/li>\n<li>\n<p>How Agentic RAG Works?<\/p>\n<\/li>\n<li>\n<p>How does REST API work?<\/p>\n<\/li>\n<li>\n<p>7 Key Load Balancer Use Cases<\/p>\n<\/li>\n<li>\n<p>Our New Book on Behavioral Interviews Is Now Available on Amazon!<\/p>\n<\/li>\n<\/ul>\n<div>\n<hr>\n<\/div>\n<h2>12 Claude Code Features Every Engineer Should Know<\/h2>\n<div class=\"captioned-image-container\">\n<figure><a class=\"image-link image2 is-viewable-img\" target=\"_blank\" href=\"https:\/\/substackcdn.com\/image\/fetch\/%24s_!9IiF!,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F438c4c2f-0fa8-4748-9953-b63fd69674f4_2508x3000.png\" data-component-name=\"Image2ToDOM\"><\/p>\n<div class=\"image2-inset\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/substackcdn.com\/image\/fetch\/$s_!9IiF!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F438c4c2f-0fa8-4748-9953-b63fd69674f4_2508x3000.png 424w, https:\/\/substackcdn.com\/image\/fetch\/$s_!9IiF!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F438c4c2f-0fa8-4748-9953-b63fd69674f4_2508x3000.png 848w, https:\/\/substackcdn.com\/image\/fetch\/$s_!9IiF!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F438c4c2f-0fa8-4748-9953-b63fd69674f4_2508x3000.png 1272w, https:\/\/substackcdn.com\/image\/fetch\/$s_!9IiF!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F438c4c2f-0fa8-4748-9953-b63fd69674f4_2508x3000.png 1456w\" sizes=\"100vw\"><img decoding=\"async\" src=\"https:\/\/bkbc.net\/wp-content\/uploads\/2026\/04\/438c4c2f-0fa8-4748-9953-b63fd69674f4_2508x3000.png\" width=\"1456\" height=\"1742\" data-attrs='{\"src\":\"https:\/\/substack-post-media.s3.amazonaws.com\/public\/images\/438c4c2f-0fa8-4748-9953-b63fd69674f4_2508x3000.png\",\"srcNoWatermark\":null,\"fullscreen\":null,\"imageSize\":null,\"height\":1742,\"width\":1456,\"resizeWidth\":null,\"bytes\":548537,\"alt\":null,\"title\":null,\"type\":\"image\/png\",\"href\":null,\"belowTheFold\":true,\"topImage\":false,\"internalRedirect\":\"https:\/\/blog.bytebytego.com\/i\/193091700?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F438c4c2f-0fa8-4748-9953-b63fd69674f4_2508x3000.png\",\"isProcessing\":false,\"align\":null,\"offset\":false}' class=\"sizing-normal\" alt=\"\" srcset=\"https:\/\/substackcdn.com\/image\/fetch\/$s_!9IiF!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F438c4c2f-0fa8-4748-9953-b63fd69674f4_2508x3000.png 424w, https:\/\/substackcdn.com\/image\/fetch\/$s_!9IiF!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F438c4c2f-0fa8-4748-9953-b63fd69674f4_2508x3000.png 848w, https:\/\/substackcdn.com\/image\/fetch\/$s_!9IiF!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F438c4c2f-0fa8-4748-9953-b63fd69674f4_2508x3000.png 1272w, https:\/\/substackcdn.com\/image\/fetch\/$s_!9IiF!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F438c4c2f-0fa8-4748-9953-b63fd69674f4_2508x3000.png 1456w\" sizes=\"auto, 100vw\" loading=\"lazy\"><\/picture>\n<div class=\"image-link-expand\">\n<div class=\"pencraft pc-display-flex pc-gap-8 pc-reset\"><button tabindex=\"0\" type=\"button\" class=\"pencraft pc-reset pencraft icon-container restack-image\"><svg role=\"img\" width=\"20\" height=\"20\" viewbox=\"0 0 20 20\" fill=\"none\" stroke-width=\"1.5\" stroke=\"var(--color-fg-primary)\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><g><title><\/title><path d=\"M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882\"><\/path><\/g><\/svg><\/button><button tabindex=\"0\" type=\"button\" class=\"pencraft pc-reset pencraft icon-container view-image\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-maximize2 lucide-maximize-2\"><polyline points=\"15 3 21 3 21 9\"><\/polyline><polyline points=\"9 21 3 21 3 15\"><\/polyline><line x1=\"21\" x2=\"14\" y1=\"3\" y2=\"10\"><\/line><line x1=\"3\" x2=\"10\" y1=\"21\" y2=\"14\"><\/line><\/svg><\/button><\/div>\n<\/div>\n<\/div>\n<p><\/a><\/figure>\n<\/div>\n<ol>\n<li>\n<p>CLAUDE. md: A project memory file to define custom rules and conventions. Claude reads at the start of every session.<\/p>\n<\/li>\n<li>\n<p>Permissions: Control which tools Claude can and can&#8217;t use.<\/p>\n<\/li>\n<li>\n<p>Plan Mode: Claude plans before it acts. You can review them before any code changes.<\/p>\n<\/li>\n<li>\n<p>Checkpoints: Automatic snapshots of your project to revert to if something goes wrong.<\/p>\n<\/li>\n<li>\n<p>Skills: Reusable instruction files Claude follows automatically.<\/p>\n<\/li>\n<li>\n<p>Hooks: Run custom shell scripts on lifecycle events like PreToolUse or PostToolUse.<\/p>\n<\/li>\n<li>\n<p>MCP: Connect Claude to any external tools like databases and third-party services.<\/p>\n<\/li>\n<li>\n<p>Plugins: Extend Claude with third-party integrations containing skills, MCPs, and hooks.<\/p>\n<\/li>\n<li>\n<p>Context: Feed Claude what it needs and manage the current context window with \/context.<\/p>\n<\/li>\n<li>\n<p>Slash Commands: Create shortcuts for tasks you run often. Type \/ and pick from your saved commands.<\/p>\n<\/li>\n<li>\n<p>Compaction: Compress long conversations to save tokens.<\/p>\n<\/li>\n<li>\n<p>Subagents: Spawn parallel agents for complex tasks. Divide large multi-step workflows and run them simultaneously.<\/p>\n<\/li>\n<\/ol>\n<p>Over to you: Which Claude Code feature do you use the most? Any features you wish were on this list?<\/p>\n<div>\n<hr>\n<\/div>\n<h2>How Agentic RAG Works?<\/h2>\n<div class=\"captioned-image-container\">\n<figure><a class=\"image-link image2 is-viewable-img\" target=\"_blank\" href=\"https:\/\/substackcdn.com\/image\/fetch\/%24s_!Y04b!,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F09131253-01d7-4dc3-bb98-f9190e1be5de_2508x3000.jpeg\" data-component-name=\"Image2ToDOM\"><\/p>\n<div class=\"image2-inset\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/substackcdn.com\/image\/fetch\/$s_!Y04b!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F09131253-01d7-4dc3-bb98-f9190e1be5de_2508x3000.jpeg 424w, https:\/\/substackcdn.com\/image\/fetch\/$s_!Y04b!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F09131253-01d7-4dc3-bb98-f9190e1be5de_2508x3000.jpeg 848w, https:\/\/substackcdn.com\/image\/fetch\/$s_!Y04b!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F09131253-01d7-4dc3-bb98-f9190e1be5de_2508x3000.jpeg 1272w, https:\/\/substackcdn.com\/image\/fetch\/$s_!Y04b!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F09131253-01d7-4dc3-bb98-f9190e1be5de_2508x3000.jpeg 1456w\" sizes=\"100vw\"><img decoding=\"async\" src=\"https:\/\/bkbc.net\/wp-content\/uploads\/2026\/04\/09131253-01d7-4dc3-bb98-f9190e1be5de_2508x3000.jpeg\" width=\"1456\" height=\"1742\" data-attrs='{\"src\":\"https:\/\/substack-post-media.s3.amazonaws.com\/public\/images\/09131253-01d7-4dc3-bb98-f9190e1be5de_2508x3000.jpeg\",\"srcNoWatermark\":null,\"fullscreen\":null,\"imageSize\":null,\"height\":1742,\"width\":1456,\"resizeWidth\":null,\"bytes\":null,\"alt\":\"Image\",\"title\":null,\"type\":null,\"href\":null,\"belowTheFold\":true,\"topImage\":false,\"internalRedirect\":null,\"isProcessing\":false,\"align\":null,\"offset\":false}' class=\"sizing-normal\" alt=\"Image\" title=\"Image\" srcset=\"https:\/\/substackcdn.com\/image\/fetch\/$s_!Y04b!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F09131253-01d7-4dc3-bb98-f9190e1be5de_2508x3000.jpeg 424w, https:\/\/substackcdn.com\/image\/fetch\/$s_!Y04b!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F09131253-01d7-4dc3-bb98-f9190e1be5de_2508x3000.jpeg 848w, https:\/\/substackcdn.com\/image\/fetch\/$s_!Y04b!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F09131253-01d7-4dc3-bb98-f9190e1be5de_2508x3000.jpeg 1272w, https:\/\/substackcdn.com\/image\/fetch\/$s_!Y04b!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F09131253-01d7-4dc3-bb98-f9190e1be5de_2508x3000.jpeg 1456w\" sizes=\"auto, 100vw\" loading=\"lazy\"><\/picture>\n<div class=\"image-link-expand\">\n<div class=\"pencraft pc-display-flex pc-gap-8 pc-reset\"><button tabindex=\"0\" type=\"button\" class=\"pencraft pc-reset pencraft icon-container restack-image\"><svg role=\"img\" width=\"20\" height=\"20\" viewbox=\"0 0 20 20\" fill=\"none\" stroke-width=\"1.5\" stroke=\"var(--color-fg-primary)\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><g><title><\/title><path d=\"M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882\"><\/path><\/g><\/svg><\/button><button tabindex=\"0\" type=\"button\" class=\"pencraft pc-reset pencraft icon-container view-image\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-maximize2 lucide-maximize-2\"><polyline points=\"15 3 21 3 21 9\"><\/polyline><polyline points=\"9 21 3 21 3 15\"><\/polyline><line x1=\"21\" x2=\"14\" y1=\"3\" y2=\"10\"><\/line><line x1=\"3\" x2=\"10\" y1=\"21\" y2=\"14\"><\/line><\/svg><\/button><\/div>\n<\/div>\n<\/div>\n<p><\/a><\/figure>\n<\/div>\n<p>A traditional RAG has a simple retrieval, limited adaptability, and relies on static knowledge, making it less flexible for dynamic and real-time information.<\/p>\n<p>Agentic RAG improves on this by introducing AI agents that can make decisions, select tools, and even refine queries for more accurate and flexible responses. Here\u2019s how Agentic RAG works on a high level:<\/p>\n<ol>\n<li>\n<p>The user query is directed to an AI Agent for processing.<\/p>\n<\/li>\n<li>\n<p>The agent uses short-term and long-term memory to track query context. It also formulates a retrieval strategy and selects appropriate tools for the job.<\/p>\n<\/li>\n<li>\n<p>The data fetching process can use tools such as vector search, multiple agents, and MCP servers to gather relevant data from the knowledge base.<\/p>\n<\/li>\n<li>\n<p>The agent then combines retrieved data with a query and system prompt. It passes this data to the LLM.<\/p>\n<\/li>\n<li>\n<p>LLM processes the optimized input to answer the user\u2019s query.<\/p>\n<\/li>\n<\/ol>\n<div>\n<hr>\n<\/div>\n<h2><strong><a href=\"https:\/\/go.bytebytego.com\/Unblocked_040426\">Stop babysitting your agents. (Sponsored)<\/a><\/strong><\/h2>\n<div class=\"captioned-image-container\">\n<figure><a class=\"image-link image2 is-viewable-img\" target=\"_blank\" href=\"https:\/\/go.bytebytego.com\/Unblocked_040426\" data-component-name=\"Image2ToDOM\"><\/p>\n<div class=\"image2-inset\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/substackcdn.com\/image\/fetch\/$s_!LFEU!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feaa9f71d-b54e-4f03-8ee6-a182b02ee7f7_1920x1080.png 424w, https:\/\/substackcdn.com\/image\/fetch\/$s_!LFEU!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feaa9f71d-b54e-4f03-8ee6-a182b02ee7f7_1920x1080.png 848w, https:\/\/substackcdn.com\/image\/fetch\/$s_!LFEU!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feaa9f71d-b54e-4f03-8ee6-a182b02ee7f7_1920x1080.png 1272w, https:\/\/substackcdn.com\/image\/fetch\/$s_!LFEU!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feaa9f71d-b54e-4f03-8ee6-a182b02ee7f7_1920x1080.png 1456w\" sizes=\"100vw\"><img decoding=\"async\" src=\"https:\/\/bkbc.net\/wp-content\/uploads\/2026\/04\/eaa9f71d-b54e-4f03-8ee6-a182b02ee7f7_1920x1080.png\" width=\"1456\" height=\"819\" data-attrs='{\"src\":\"https:\/\/substack-post-media.s3.amazonaws.com\/public\/images\/eaa9f71d-b54e-4f03-8ee6-a182b02ee7f7_1920x1080.png\",\"srcNoWatermark\":null,\"fullscreen\":null,\"imageSize\":null,\"height\":819,\"width\":1456,\"resizeWidth\":null,\"bytes\":619586,\"alt\":\"\",\"title\":null,\"type\":\"image\/png\",\"href\":\"https:\/\/go.bytebytego.com\/Unblocked_040426\",\"belowTheFold\":true,\"topImage\":false,\"internalRedirect\":\"https:\/\/blog.bytebytego.com\/i\/192334405?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feaa9f71d-b54e-4f03-8ee6-a182b02ee7f7_1920x1080.png\",\"isProcessing\":false,\"align\":null,\"offset\":false}' class=\"sizing-normal\" alt=\"\" title=\"\" srcset=\"https:\/\/substackcdn.com\/image\/fetch\/$s_!LFEU!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feaa9f71d-b54e-4f03-8ee6-a182b02ee7f7_1920x1080.png 424w, https:\/\/substackcdn.com\/image\/fetch\/$s_!LFEU!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feaa9f71d-b54e-4f03-8ee6-a182b02ee7f7_1920x1080.png 848w, https:\/\/substackcdn.com\/image\/fetch\/$s_!LFEU!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feaa9f71d-b54e-4f03-8ee6-a182b02ee7f7_1920x1080.png 1272w, https:\/\/substackcdn.com\/image\/fetch\/$s_!LFEU!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feaa9f71d-b54e-4f03-8ee6-a182b02ee7f7_1920x1080.png 1456w\" sizes=\"auto, 100vw\" loading=\"lazy\"><\/picture>\n<div class=\"image-link-expand\">\n<div class=\"pencraft pc-display-flex pc-gap-8 pc-reset\"><button tabindex=\"0\" type=\"button\" class=\"pencraft pc-reset pencraft icon-container restack-image\"><svg role=\"img\" width=\"20\" height=\"20\" viewbox=\"0 0 20 20\" fill=\"none\" stroke-width=\"1.5\" stroke=\"var(--color-fg-primary)\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><g><title><\/title><path d=\"M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882\"><\/path><\/g><\/svg><\/button><button tabindex=\"0\" type=\"button\" class=\"pencraft pc-reset pencraft icon-container view-image\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-maximize2 lucide-maximize-2\"><polyline points=\"15 3 21 3 21 9\"><\/polyline><polyline points=\"9 21 3 21 3 15\"><\/polyline><line x1=\"21\" x2=\"14\" y1=\"3\" y2=\"10\"><\/line><line x1=\"3\" x2=\"10\" y1=\"21\" y2=\"14\"><\/line><\/svg><\/button><\/div>\n<\/div>\n<\/div>\n<p><\/a><\/figure>\n<\/div>\n<p>Unblocked gives Cursor, Codex, Claude and Copilot the organizational knowledge to generate mergeable code without the back and forth. It pulls context from across your engineering stack, resolves conflicts, and cuts the rework cycle by delivering only what agents need for the task at hand.<\/p>\n<p class=\"button-wrapper\" data-attrs='{\"url\":\"https:\/\/go.bytebytego.com\/Unblocked_040426\",\"text\":\"Unblock your agents\",\"action\":null,\"class\":null}' data-component-name=\"ButtonCreateButton\"><a class=\"button primary\" href=\"https:\/\/go.bytebytego.com\/Unblocked_040426\"><span>Unblock your agents<\/span><\/a><\/p>\n<div>\n<hr>\n<\/div>\n<h2>How does REST API work? <\/h2>\n<p>What are its principles, methods, constraints, and best practices? I hope the diagram below gives you a quick overview.<\/p>\n<div class=\"captioned-image-container\">\n<figure><a class=\"image-link image2 is-viewable-img\" target=\"_blank\" href=\"https:\/\/substackcdn.com\/image\/fetch\/%24s_!rXy0!,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F75e97a13-b186-4f16-ab59-f9a96867f744_1899x1536.jpeg\" data-component-name=\"Image2ToDOM\"><\/p>\n<div class=\"image2-inset\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/substackcdn.com\/image\/fetch\/$s_!rXy0!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F75e97a13-b186-4f16-ab59-f9a96867f744_1899x1536.jpeg 424w, https:\/\/substackcdn.com\/image\/fetch\/$s_!rXy0!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F75e97a13-b186-4f16-ab59-f9a96867f744_1899x1536.jpeg 848w, https:\/\/substackcdn.com\/image\/fetch\/$s_!rXy0!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F75e97a13-b186-4f16-ab59-f9a96867f744_1899x1536.jpeg 1272w, https:\/\/substackcdn.com\/image\/fetch\/$s_!rXy0!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F75e97a13-b186-4f16-ab59-f9a96867f744_1899x1536.jpeg 1456w\" sizes=\"100vw\"><img decoding=\"async\" src=\"https:\/\/bkbc.net\/wp-content\/uploads\/2026\/04\/75e97a13-b186-4f16-ab59-f9a96867f744_1899x1536.jpeg\" width=\"1456\" height=\"1178\" data-attrs='{\"src\":\"https:\/\/substack-post-media.s3.amazonaws.com\/public\/images\/75e97a13-b186-4f16-ab59-f9a96867f744_1899x1536.jpeg\",\"srcNoWatermark\":null,\"fullscreen\":null,\"imageSize\":null,\"height\":1178,\"width\":1456,\"resizeWidth\":null,\"bytes\":null,\"alt\":\"diagram\",\"title\":\"diagram\",\"type\":null,\"href\":null,\"belowTheFold\":true,\"topImage\":false,\"internalRedirect\":null,\"isProcessing\":false,\"align\":null,\"offset\":false}' class=\"sizing-normal\" alt=\"diagram\" title=\"diagram\" srcset=\"https:\/\/substackcdn.com\/image\/fetch\/$s_!rXy0!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F75e97a13-b186-4f16-ab59-f9a96867f744_1899x1536.jpeg 424w, https:\/\/substackcdn.com\/image\/fetch\/$s_!rXy0!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F75e97a13-b186-4f16-ab59-f9a96867f744_1899x1536.jpeg 848w, https:\/\/substackcdn.com\/image\/fetch\/$s_!rXy0!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F75e97a13-b186-4f16-ab59-f9a96867f744_1899x1536.jpeg 1272w, https:\/\/substackcdn.com\/image\/fetch\/$s_!rXy0!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F75e97a13-b186-4f16-ab59-f9a96867f744_1899x1536.jpeg 1456w\" sizes=\"auto, 100vw\" loading=\"lazy\"><\/picture>\n<div class=\"image-link-expand\">\n<div class=\"pencraft pc-display-flex pc-gap-8 pc-reset\"><button tabindex=\"0\" type=\"button\" class=\"pencraft pc-reset pencraft icon-container restack-image\"><svg role=\"img\" width=\"20\" height=\"20\" viewbox=\"0 0 20 20\" fill=\"none\" stroke-width=\"1.5\" stroke=\"var(--color-fg-primary)\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><g><title><\/title><path d=\"M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882\"><\/path><\/g><\/svg><\/button><button tabindex=\"0\" type=\"button\" class=\"pencraft pc-reset pencraft icon-container view-image\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-maximize2 lucide-maximize-2\"><polyline points=\"15 3 21 3 21 9\"><\/polyline><polyline points=\"9 21 3 21 3 15\"><\/polyline><line x1=\"21\" x2=\"14\" y1=\"3\" y2=\"10\"><\/line><line x1=\"3\" x2=\"10\" y1=\"21\" y2=\"14\"><\/line><\/svg><\/button><\/div>\n<\/div>\n<\/div>\n<p><\/a><\/figure>\n<\/div>\n<div>\n<hr>\n<\/div>\n<h2>7 Key Load Balancer Use Cases<\/h2>\n<div class=\"captioned-image-container\">\n<figure><a class=\"image-link image2 is-viewable-img\" target=\"_blank\" href=\"https:\/\/substackcdn.com\/image\/fetch\/%24s_!Qzor!,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0169578f-af50-4b3a-b8ed-542ee7ebf80f_2250x2814.png\" data-component-name=\"Image2ToDOM\"><\/p>\n<div class=\"image2-inset\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/substackcdn.com\/image\/fetch\/$s_!Qzor!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0169578f-af50-4b3a-b8ed-542ee7ebf80f_2250x2814.png 424w, https:\/\/substackcdn.com\/image\/fetch\/$s_!Qzor!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0169578f-af50-4b3a-b8ed-542ee7ebf80f_2250x2814.png 848w, https:\/\/substackcdn.com\/image\/fetch\/$s_!Qzor!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0169578f-af50-4b3a-b8ed-542ee7ebf80f_2250x2814.png 1272w, https:\/\/substackcdn.com\/image\/fetch\/$s_!Qzor!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0169578f-af50-4b3a-b8ed-542ee7ebf80f_2250x2814.png 1456w\" sizes=\"100vw\"><img decoding=\"async\" src=\"https:\/\/bkbc.net\/wp-content\/uploads\/2026\/04\/0169578f-af50-4b3a-b8ed-542ee7ebf80f_2250x2814.png\" width=\"1456\" height=\"1821\" data-attrs='{\"src\":\"https:\/\/substack-post-media.s3.amazonaws.com\/public\/images\/0169578f-af50-4b3a-b8ed-542ee7ebf80f_2250x2814.png\",\"srcNoWatermark\":null,\"fullscreen\":null,\"imageSize\":null,\"height\":1821,\"width\":1456,\"resizeWidth\":null,\"bytes\":null,\"alt\":\"Image\",\"title\":null,\"type\":null,\"href\":null,\"belowTheFold\":true,\"topImage\":false,\"internalRedirect\":null,\"isProcessing\":false,\"align\":null,\"offset\":false}' class=\"sizing-normal\" alt=\"Image\" title=\"Image\" srcset=\"https:\/\/substackcdn.com\/image\/fetch\/$s_!Qzor!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0169578f-af50-4b3a-b8ed-542ee7ebf80f_2250x2814.png 424w, https:\/\/substackcdn.com\/image\/fetch\/$s_!Qzor!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0169578f-af50-4b3a-b8ed-542ee7ebf80f_2250x2814.png 848w, https:\/\/substackcdn.com\/image\/fetch\/$s_!Qzor!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0169578f-af50-4b3a-b8ed-542ee7ebf80f_2250x2814.png 1272w, https:\/\/substackcdn.com\/image\/fetch\/$s_!Qzor!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0169578f-af50-4b3a-b8ed-542ee7ebf80f_2250x2814.png 1456w\" sizes=\"auto, 100vw\" loading=\"lazy\"><\/picture>\n<div class=\"image-link-expand\">\n<div class=\"pencraft pc-display-flex pc-gap-8 pc-reset\"><button tabindex=\"0\" type=\"button\" class=\"pencraft pc-reset pencraft icon-container restack-image\"><svg role=\"img\" width=\"20\" height=\"20\" viewbox=\"0 0 20 20\" fill=\"none\" stroke-width=\"1.5\" stroke=\"var(--color-fg-primary)\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><g><title><\/title><path d=\"M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882\"><\/path><\/g><\/svg><\/button><button tabindex=\"0\" type=\"button\" class=\"pencraft pc-reset pencraft icon-container view-image\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-maximize2 lucide-maximize-2\"><polyline points=\"15 3 21 3 21 9\"><\/polyline><polyline points=\"9 21 3 21 3 15\"><\/polyline><line x1=\"21\" x2=\"14\" y1=\"3\" y2=\"10\"><\/line><line x1=\"3\" x2=\"10\" y1=\"21\" y2=\"14\"><\/line><\/svg><\/button><\/div>\n<\/div>\n<\/div>\n<p><\/a><\/figure>\n<\/div>\n<ol>\n<li>\n<p>Traffic Distribution: Load Balancers help evenly distribute traffic among multiple server instances.<\/p>\n<\/li>\n<li>\n<p>SSL Termination: Load Balancers can offload the responsibility of SSL termination from the backend servers, thereby reducing their workload.<\/p>\n<\/li>\n<li>\n<p>Session Persistence: Load Balancers ensure that all requests from a user hit the same instance to maintain session persistence.<\/p>\n<\/li>\n<li>\n<p>High Availability: Improves the system\u2019s availability by rerouting traffic away from failed or unhealthy servers to healthy ones.<\/p>\n<\/li>\n<li>\n<p>Scalability: Load Balancers facilitate horizontal scaling when additional instances are added to the server pool to handle increased traffic.<\/p>\n<\/li>\n<li>\n<p>DDoS Mitigation: Load Balancers can help mitigate the impact of DDoS attacks by rate limiting requests or distributing them across a wider surface.<\/p>\n<\/li>\n<li>\n<p>Health Monitoring: Load Balancers also monitor the health and performance of server instances and remove failed or unhealthy servers from the pool.<\/p>\n<\/li>\n<\/ol>\n<p>Over to you: Which other load balancer use case will you add to the list?<\/p>\n<div>\n<hr>\n<\/div>\n<h2>Our New Book on Behavioral Interviews Is Now Available on Amazon!<\/h2>\n<div class=\"captioned-image-container\">\n<figure><a class=\"image-link image2 is-viewable-img\" target=\"_blank\" href=\"https:\/\/substackcdn.com\/image\/fetch\/%24s_!ueg7!,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb3a90229-e46a-4cc9-805e-8da736c1b796_1280x1707.jpeg\" data-component-name=\"Image2ToDOM\"><\/p>\n<div class=\"image2-inset\"><picture><source type=\"image\/webp\" 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loading=\"lazy\"><\/picture>\n<div class=\"image-link-expand\">\n<div class=\"pencraft pc-display-flex pc-gap-8 pc-reset\"><button tabindex=\"0\" type=\"button\" class=\"pencraft pc-reset pencraft icon-container restack-image\"><svg role=\"img\" width=\"20\" height=\"20\" viewbox=\"0 0 20 20\" fill=\"none\" stroke-width=\"1.5\" stroke=\"var(--color-fg-primary)\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><g><title><\/title><path d=\"M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882\"><\/path><\/g><\/svg><\/button><button tabindex=\"0\" type=\"button\" class=\"pencraft pc-reset pencraft icon-container view-image\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-maximize2 lucide-maximize-2\"><polyline points=\"15 3 21 3 21 9\"><\/polyline><polyline points=\"9 21 3 21 3 15\"><\/polyline><line x1=\"21\" x2=\"14\" y1=\"3\" y2=\"10\"><\/line><line x1=\"3\" x2=\"10\" y1=\"21\" y2=\"14\"><\/line><\/svg><\/button><\/div>\n<\/div>\n<\/div>\n<p><\/a><\/figure>\n<\/div>\n<p>The book is written by <a href=\"https:\/\/www.linkedin.com\/in\/a-life-engineered\/\">Steve Huynh<\/a> and published by ByteByteGo. Steve is a former principal engineer at Amazon. His ability to break down complex interview dynamics into clear, actionable advice made this book possible. Still, it took us two years to get it ready.<\/p>\n<p>Here&#8217;s what&#8217;s inside:<\/p>\n<ul>\n<li>\n<p>130+ interview questions, from the most common to the ones that catch candidates off guard<\/p>\n<\/li>\n<li>\n<p>72 example stories showing what strong answers look like, from entry level to principal<\/p>\n<\/li>\n<li>\n<p>Clear guidance on what interviewers look for, including key signals and red flags<\/p>\n<\/li>\n<li>\n<p>High-Signal Storytelling, a framework to build a story bank for any behavioral interview<\/p>\n<\/li>\n<li>\n<p>A practical prep plan and interview-day techniques for follow-ups and unexpected questions<\/p>\n<\/li>\n<\/ul>\n<p class=\"button-wrapper\" data-attrs='{\"url\":\"https:\/\/geni.us\/Yiwg6\",\"text\":\"Order your copy on Amazon\",\"action\":null,\"class\":null}' data-component-name=\"ButtonCreateButton\"><a class=\"button primary\" href=\"https:\/\/geni.us\/Yiwg6\"><span>Order your copy on Amazon<\/span><\/a><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<div>CLAUDE. md: A project memory file to define custom rules and conventions. Claude reads at the start of every session.<\/div>\n","protected":false},"author":1,"featured_media":181,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[30,6],"tags":[113,115,112,114],"class_list":["post-180","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-to-head-2-head-comparison","category-technology","tag-architecture","tag-diagrams","tag-software","tag-system-design"],"_links":{"self":[{"href":"https:\/\/bkbc.net\/index.php\/wp-json\/wp\/v2\/posts\/180","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bkbc.net\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/bkbc.net\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/bkbc.net\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/bkbc.net\/index.php\/wp-json\/wp\/v2\/comments?post=180"}],"version-history":[{"count":0,"href":"https:\/\/bkbc.net\/index.php\/wp-json\/wp\/v2\/posts\/180\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/bkbc.net\/index.php\/wp-json\/wp\/v2\/media\/181"}],"wp:attachment":[{"href":"https:\/\/bkbc.net\/index.php\/wp-json\/wp\/v2\/media?parent=180"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bkbc.net\/index.php\/wp-json\/wp\/v2\/categories?post=180"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bkbc.net\/index.php\/wp-json\/wp\/v2\/tags?post=180"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}