[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-572c03342c268b5e-advanced-ai-engineering-workflows-with-claude-code-summary":3,"summaries-facets-categories":156,"summary-related-572c03342c268b5e-advanced-ai-engineering-workflows-with-claude-code-summary":4631},{"id":4,"title":5,"ai":6,"body":13,"categories":114,"created_at":116,"date_modified":116,"description":105,"extension":117,"faq":116,"featured":118,"kicker_label":116,"meta":119,"navigation":135,"path":136,"published_at":137,"question":116,"scraped_at":138,"seo":139,"sitemap":140,"source_id":141,"source_name":142,"source_type":143,"source_url":144,"stem":145,"tags":146,"thumbnail_url":151,"tldr":152,"tweet":153,"unknown_tags":154,"__hash__":155},"summaries\u002Fsummaries\u002F572c03342c268b5e-advanced-ai-engineering-workflows-with-claude-code-summary.md","Advanced AI Engineering Workflows with Claude Code",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",6550,761,3841,0.002779,{"type":14,"value":15,"toc":104},"minimark",[16,21,25,30,58,62,86,90],[17,18,20],"h2",{"id":19},"optimizing-development-with-ai-driven-workflows","Optimizing Development with AI-Driven Workflows",[22,23,24],"p",{},"To move beyond simple code generation, builders should treat AI as an autonomous agent capable of handling end-to-end tasks, from prototyping to PR management. The core philosophy is to automate the \"non-coding\" parts of the software lifecycle, such as design verification, code review, and cross-team communication.",[26,27,29],"h3",{"id":28},"parallel-execution-and-environment-management","Parallel Execution and Environment Management",[31,32,33,46,52],"ul",{},[34,35,36,40,41,45],"li",{},[37,38,39],"strong",{},"Git Worktrees:"," When running multiple AI agents simultaneously, avoid repository conflicts by using ",[42,43,44],"code",{},"git worktree",". This creates isolated copies of the repository, allowing you to run parallel tasks without overwriting local changes.",[34,47,48,51],{},[37,49,50],{},"Auto Mode:"," Use \"Auto Mode\" to bypass repetitive permission prompts. This allows the agent to execute risky actions (like file system changes) while a classifier manages safety, significantly increasing throughput.",[34,53,54,57],{},[37,55,56],{},"Claude in Chrome:"," For frontend tasks, use the browser-integrated version of Claude. This allows the AI to self-verify UI changes in real-time, reducing the need for manual testing.",[26,59,61],{"id":60},"scaling-craft-with-custom-skills","Scaling Craft with Custom Skills",[31,63,64,70,80],{},[34,65,66,69],{},[37,67,68],{},"Prototype Skills:"," Instead of writing code manually, build custom \"skills\" (scripts) that prompt the AI to generate multiple implementation options. Ask the AI to select the best option, justify its choice, and research existing documentation or internal discussions before implementation.",[34,71,72,75,76,79],{},[37,73,74],{},"Looping:"," Use the ",[42,77,78],{},"loop"," command to instruct the agent to persist on a task until completion, effectively turning a single prompt into a multi-step autonomous process.",[34,81,82,85],{},[37,83,84],{},"Automated PR Hygiene:"," Don't manually review every change. Use internal scripts to simplify PRs, run automated hygiene checks, and even ping relevant stakeholders via Slack. At Anthropic, agents are used to manage the entire PR lifecycle, including addressing review comments and merging.",[26,87,89],{"id":88},"maintaining-design-quality-at-scale","Maintaining Design Quality at Scale",[31,91,92,98],{},[34,93,94,97],{},[37,95,96],{},"Adversarial Design Audits:"," As teams scale, features often ship without design oversight. Build automated routines that scrape repositories for frontend changes, cross-reference them with communication logs (Slack, Google Docs) to check for designer involvement, and automatically draft \"adversarial\" design improvements if a designer was excluded.",[34,99,100,103],{},[37,101,102],{},"The Human-in-the-Loop Reality:"," While AI is excellent at coding, it currently lacks high-level design intuition. Use AI to handle the heavy lifting of implementation and polish, but retain final decision-making authority for the craft and UX direction. Treat these automated systems as \"work in progress\" that will improve as models evolve.",{"title":105,"searchDepth":106,"depth":106,"links":107},"",2,[108],{"id":19,"depth":106,"text":20,"children":109},[110,112,113],{"id":28,"depth":111,"text":29},3,{"id":60,"depth":111,"text":61},{"id":88,"depth":111,"text":89},[115],"AI Automation",null,"md",false,{"content_references":120,"triage":130},[121,126],{"type":122,"title":123,"url":124,"context":125},"tool","Claude Code","https:\u002F\u002Fdocs.anthropic.com\u002Fen\u002Fdocs\u002Fagents-and-tools\u002Fclaude-code","recommended",{"type":122,"title":127,"url":128,"context":129},"Excaladraw","https:\u002F\u002Fexcalidraw.com\u002F","mentioned",{"relevance":131,"novelty":132,"quality":132,"actionability":131,"composite":133,"reasoning":134},5,4,4.55,"Category: AI Automation. The article provides a detailed exploration of advanced AI-driven workflows that directly address the pain points of product builders by offering practical strategies for automating non-coding tasks in the software lifecycle. For instance, the use of 'git worktree' for parallel task execution is a concrete example that builders can implement immediately.",true,"\u002Fsummaries\u002F572c03342c268b5e-advanced-ai-engineering-workflows-with-claude-code-summary","2026-06-04 12:56:25","2026-06-06 16:09:48",{"title":5,"description":105},{"loc":136},"572c03342c268b5e","Dive Club","video","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=hKeDfupbA4U","summaries\u002F572c03342c268b5e-advanced-ai-engineering-workflows-with-claude-code-summary",[147,148,149,150],"ai-tools","automation","coding","product-strategy","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FhKeDfupbA4U\u002Fhqdefault.jpg","Meaghan Choi, lead designer at Anthropic, shares how to scale AI-driven development by using work trees for parallel tasks, custom 'skills' for prototyping, and automated PR management to maintain product quality.","This demo from Anthropic’s lead designer focuses on workflow optimization using [Claude Code](https:\u002F\u002Fclaude.com\u002Fclaude-code). The speaker demonstrates using Git worktrees for parallel tasks, custom \"skills\" for prototyping, and automated PR management to handle code reviews and testing without manual 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Vibe Coding: Build Real Apps with Spec-Driven Development",{"provider":7,"model":8,"input_tokens":4636,"output_tokens":4637,"processing_time_ms":4638,"cost_usd":4639},9057,1087,4238,0.00389475,{"type":14,"value":4641,"toc":4758},[4642,4646,4653,4657,4660,4687,4691,4694,4698,4735,4739],[17,4643,4645],{"id":4644},"the-shift-from-vibe-coding-to-architecting","The Shift from 'Vibe Coding' to Architecting",[22,4647,4648,4649,4652],{},"Most people fail to build software with AI because they rely on \"vibe coding\"—the practice of prompting AI to perform \"magic tricks\" and hoping for a working result. This leads to endless reprompting and fragile code. The alternative is becoming a ",[37,4650,4651],{},"Product Architect",". This role requires the same systems-thinking used by business operators: defining clear requirements, understanding user needs, and managing scope. You don't need to learn syntax; you need to learn how to direct an AI development team.",[17,4654,4656],{"id":4655},"the-spec-driven-workflow","The Spec-Driven Workflow",[22,4658,4659],{},"Professional builders use \"spec-driven development.\" This process forces you to define the \"what\" and \"why\" before the AI writes a single line of code.",[4661,4662,4663,4669,4675,4681],"ol",{},[34,4664,4665,4668],{},[37,4666,4667],{},"Raw Idea Dump",": Start with a brain dump of features, regardless of technical feasibility.",[34,4670,4671,4674],{},[37,4672,4673],{},"Scope Definition",": Use an AI agent to refine the raw list into a structured Product Requirements Document (PRD). This stage identifies \"out of scope\" items for V1 to ensure the project remains manageable.",[34,4676,4677,4680],{},[37,4678,4679],{},"Data Modeling",": Define the core entities (e.g., Users, Companies, Clients, Invoices) and their relationships. This provides the AI with the necessary context to build a coherent database schema.",[34,4682,4683,4686],{},[37,4684,4685],{},"Milestone Sequencing",": Break the project into logical, buildable chunks. A good milestone is self-contained, testable, and follows logical dependencies (e.g., you cannot build Stripe integration before the invoice core exists).",[17,4688,4690],{"id":4689},"practical-implementation","Practical Implementation",[22,4692,4693],{},"Brian Casel demonstrates this by building a custom invoicing tool. He utilizes a \"build new\" boilerplate (Ruby on Rails) and a custom \"PRD Creator\" agent skill. By feeding his requirements into the agent, it generates a structured markdown PRD and a milestone plan. This document acts as the \"source of truth\" for the AI, significantly reducing hallucinations and technical debt. When the AI suggests features or jargon, the builder's role is to ask, \"Explain this to me as a beginner,\" ensuring they maintain control over the product's direction.",[17,4695,4697],{"id":4696},"key-takeaways","Key Takeaways",[31,4699,4700,4706,4712,4723,4729],{},[34,4701,4702,4705],{},[37,4703,4704],{},"Stop guessing",": If you aren't writing a spec, you aren't building; you're gambling.",[34,4707,4708,4711],{},[37,4709,4710],{},"Start with a boilerplate",": Use a starter template that includes your preferred tech stack to avoid \"blank page\" syndrome.",[34,4713,4714,4717,4718,4722],{},[37,4715,4716],{},"Define V1 constraints",": Explicitly list what is ",[4719,4720,4721],"em",{},"not"," in the first version (e.g., no recurring subscriptions, no client portal) to maintain momentum.",[34,4724,4725,4728],{},[37,4726,4727],{},"Use AI as a consultant",": Don't just ask AI to write code; ask it to explain the trade-offs of different architectural approaches.",[34,4730,4731,4734],{},[37,4732,4733],{},"Iterate in milestones",": Build, test, and verify one self-contained feature set before moving to the next.",[17,4736,4738],{"id":4737},"notable-quotes","Notable Quotes",[31,4740,4741,4744,4747,4750],{},[34,4742,4743],{},"\"Vibe coding is asking AI to pull off magic tricks for you. You prompt, you hope, you fix, you prompt again.\"",[34,4745,4746],{},"\"The job now is thinking clearly about what you're building and why. You don't need to think like a coder, but you do need to think like a product owner.\"",[34,4748,4749],{},"\"When I get stuck today, I ask AI to walk me through it—not just to fix the bug, but to explain what's happening, what the trade-offs are, and why one approach might be better than another.\"",[34,4751,4752,4753,4757],{},"\"If you've ever mapped out processes in your business, then you've done a version of this ",[4754,4755,4756],"span",{},"product architecture",".\"",{"title":105,"searchDepth":106,"depth":106,"links":4759},[4760,4761,4762,4763,4764],{"id":4644,"depth":106,"text":4645},{"id":4655,"depth":106,"text":4656},{"id":4689,"depth":106,"text":4690},{"id":4696,"depth":106,"text":4697},{"id":4737,"depth":106,"text":4738},[115],{"content_references":4767,"triage":4780},[4768,4771,4774,4777],{"type":122,"title":4769,"url":4770,"context":125},"PRD Creator","https:\u002F\u002Fbuildermethods.com\u002Fprd-creator",{"type":122,"title":4772,"url":4773,"context":125},"Build New (Boilerplate)","https:\u002F\u002Fbuildermethods.com\u002Ftools",{"type":122,"title":4775,"url":4776,"context":129},"Resend","https:\u002F\u002Fresend.com",{"type":122,"title":4778,"url":4779,"context":129},"Stripe Checkout","https:\u002F\u002Fstripe.com",{"relevance":131,"novelty":132,"quality":132,"actionability":131,"composite":133,"reasoning":4781},"Category: Product Strategy. The article introduces the concept of 'spec-driven development' as a structured approach to building AI-powered applications, addressing the pain point of non-technical builders struggling with vague coding practices. It provides a clear, actionable workflow that can be immediately implemented by the audience.","\u002Fsummaries\u002Fe11a002d9bd6d9b9-stop-vibe-coding-build-real-apps-with-spec-driven-summary","2026-05-18 13:30:40","2026-05-18 15:00:22",{"title":4634,"description":105},{"loc":4782},"e11a002d9bd6d9b9","Brian Casel","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=g6VvvS46uCM","summaries\u002Fe11a002d9bd6d9b9-stop-vibe-coding-build-real-apps-with-spec-driven-summary",[147,150,148,149],"https:\u002F\u002Fi.ytimg.com\u002Fvi\u002Fg6VvvS46uCM\u002Fhqdefault.jpg","Stop treating AI like a magic wand. By adopting 'spec-driven development'—planning features, data models, and milestones before writing code—non-technical builders can ship production-ready software with AI.","This video argues that the transition from \"vibe coding\" to reliable software development requires adopting a \"spec-driven\" workflow. The presenter demonstrates how to use a structured planning process to turn raw ideas into clear requirements before asking an AI to write the code.\n\n- [Builder Briefing](https:\u002F\u002Fbuildermethods.com) — A newsletter covering AI-assisted development workflows.\n- [PRD Creator](https:\u002F\u002Fbuildermethods.com\u002Fprd-creator) — A free agent skill designed to help users draft technical specifications for AI agents.\n- [Builder Methods Pro](https:\u002F\u002Fbuildermethods.com\u002Fpro) — A paid membership offering access to courses, workshops, and a community for AI-assisted building.\n- [Become the Builder](https:\u002F\u002Fbuildermethods.com\u002Fpro\u002Fbuild-with-ai-course) — A course focused on the foundations and tech stacks for building apps with AI.",[],"aahfJvt2SgpJpslg5uXI9nrWdU9FPN_kgNrwn0LxMcM",{"id":4798,"title":4799,"ai":4800,"body":4805,"categories":4851,"created_at":116,"date_modified":116,"description":105,"extension":117,"faq":116,"featured":118,"kicker_label":116,"meta":4852,"navigation":135,"path":4857,"published_at":4858,"question":116,"scraped_at":4859,"seo":4860,"sitemap":4861,"source_id":4862,"source_name":4863,"source_type":4864,"source_url":4865,"stem":4866,"tags":4867,"thumbnail_url":116,"tldr":4868,"tweet":116,"unknown_tags":4869,"__hash__":4870},"summaries\u002Fsummaries\u002F4827ffdb994607e9-from-code-writer-to-ai-director-summary.md","From Code Writer to AI Director",{"provider":7,"model":8,"input_tokens":4801,"output_tokens":4802,"processing_time_ms":4803,"cost_usd":4804},3987,413,2932,0.00161625,{"type":14,"value":4806,"toc":4847},[4807,4811,4814,4818,4821,4824,4844],[17,4808,4810],{"id":4809},"the-commoditization-of-syntax","The Commoditization of Syntax",[22,4812,4813],{},"For years, developer value was tied to technical execution: writing functions, managing databases, and ensuring API performance. AI has fundamentally disrupted this model by performing these tasks near-instantaneously. When the mechanical act of writing code is no longer a bottleneck, the traditional 'rockstar' developer who focuses solely on speed and syntax faces obsolescence. The ability to write code is becoming a baseline requirement rather than a primary differentiator.",[17,4815,4817],{"id":4816},"transitioning-to-the-role-of-ai-director","Transitioning to the Role of AI Director",[22,4819,4820],{},"To remain relevant, developers must shift their identity from 'Code Writers' to 'AI Directors.' This transition mirrors the evolution from a construction worker—who focuses on the immediate task of hammering a nail—to an architect, who focuses on the structural integrity and purpose of the entire building.",[22,4822,4823],{},"As an AI Director, your primary responsibilities shift toward:",[31,4825,4826,4832,4838],{},[34,4827,4828,4831],{},[37,4829,4830],{},"System Architecture:"," Defining how components interact and ensuring the system is scalable and maintainable.",[34,4833,4834,4837],{},[37,4835,4836],{},"Strategic Intent:"," Focusing on the 'why' behind features rather than the 'how' of implementation.",[34,4839,4840,4843],{},[37,4841,4842],{},"Orchestration:"," Using AI as a high-speed tool to execute tasks, while you provide the oversight, logic, and design decisions that AI cannot yet reliably handle on its own.",[22,4845,4846],{},"By embracing this shift, developers move away from competing with AI on speed and instead leverage AI to amplify their ability to build complex, high-value products.",{"title":105,"searchDepth":106,"depth":106,"links":4848},[4849,4850],{"id":4809,"depth":106,"text":4810},{"id":4816,"depth":106,"text":4817},[228],{"content_references":4853,"triage":4854},[],{"relevance":132,"novelty":111,"quality":132,"actionability":111,"composite":4855,"reasoning":4856},3.6,"Category: Product Strategy. The article discusses the evolving role of developers in the context of AI, addressing a specific audience pain point about the need for strategic oversight rather than just coding skills. It provides insights into how developers can transition to a more strategic role, but lacks detailed actionable steps for implementation.","\u002Fsummaries\u002F4827ffdb994607e9-from-code-writer-to-ai-director-summary","2026-05-18 14:36:54","2026-05-18 15:00:37",{"title":4799,"description":105},{"loc":4857},"4827ffdb994607e9","Level Up Coding","article","https:\u002F\u002Flevelup.gitconnected.com\u002Fwhy-being-a-coder-isnt-enough-anymore-f7bf18d3a258?source=rss----5517fd7b58a6---4","summaries\u002F4827ffdb994607e9-from-code-writer-to-ai-director-summary",[147,149,150],"As AI commoditizes syntax and function writing, developers must pivot from manual coding to architectural oversight, acting as directors who define the 'why' and 'how' of complex systems.",[],"JfCkXIGNIqiPTBA8hhvhxohvQI6ek-xKcb_1QZxWsXY",{"id":4872,"title":4873,"ai":4874,"body":4880,"categories":4903,"created_at":116,"date_modified":116,"description":105,"extension":117,"faq":116,"featured":118,"kicker_label":116,"meta":4904,"navigation":135,"path":4927,"published_at":4928,"question":116,"scraped_at":4929,"seo":4930,"sitemap":4931,"source_id":4932,"source_name":4863,"source_type":4864,"source_url":4933,"stem":4934,"tags":4935,"thumbnail_url":116,"tldr":4936,"tweet":116,"unknown_tags":4937,"__hash__":4938},"summaries\u002Fsummaries\u002Fc449c2de9818978f-claude-code-s-ci-auto-fix-closes-pr-review-loop-at-summary.md","Claude Code's CI Auto-Fix Closes PR Review Loop at $25 Each",{"provider":7,"model":4875,"input_tokens":4876,"output_tokens":4877,"processing_time_ms":4878,"cost_usd":4879},"x-ai\u002Fgrok-4.1-fast",3988,1844,52262,0.00169695,{"type":14,"value":4881,"toc":4899},[4882,4886,4889,4892,4896],[17,4883,4885],{"id":4884},"ci-auto-fix-turns-reviews-into-patches","CI Auto-Fix Turns Reviews into Patches",[22,4887,4888],{},"Anthropic's Claude Code Review, previously limited to commenting on PR issues, now deploys CI auto-fix to directly edit code. Agents first verify findings to cut false positives, rank them by severity, and post inline comments—then automatically apply patches in the cloud while PRs remain open. This closed-loop process handles continuous monitoring post-PR opening, freeing developers from manual fixes. Result: PRs ship faster without human intervention on routine issues, justifying the unchanged $15-25 per PR cost through direct productivity gains.",[22,4890,4891],{},"Trade-offs include reliance on agent accuracy (despite verification) and fixed pricing that scales with PR volume—high for frequent small changes but viable for teams prioritizing speed over cost per edit.",[17,4893,4895],{"id":4894},"backlash-to-buy-in-at-code-w-claude-2026","Backlash to Buy-In at Code w\u002F Claude 2026",[22,4897,4898],{},"Launched two months prior, Code Review drew outrage on Reddit, Hacker News, and r\u002FAnthropic over its $15-25\u002FPR tag, seen as overpriced for read-only feedback. At the May 6, 2026, Code w\u002F Claude conference in San Francisco, Anthropic responded not with cuts but enhancement: auto-fix makes the tool output actionable code changes. Keynote demos (per Simon Willison and InfoQ coverage) showed seamless integration, shifting perception from expensive critic to autonomous contributor. For small teams or indie builders, this means one agent swarm replaces junior reviewer hours, but test on non-critical repos first to validate fix quality.",{"title":105,"searchDepth":106,"depth":106,"links":4900},[4901,4902],{"id":4884,"depth":106,"text":4885},{"id":4894,"depth":106,"text":4895},[159],{"content_references":4905,"triage":4924},[4906,4911,4915,4918,4921],{"type":4907,"title":4908,"url":4909,"context":4910},"other","Anthropic wants $25 per pull request devs are losing their minds over Claude Code Review","https:\u002F\u002Fmedium.com\u002Fgitconnected\u002Fanthropic-wants-25-per-pull-request-devs-are-losing-their-minds-over-claude-code-review-55dbbaca4996","cited",{"type":4907,"title":4912,"author":4913,"url":4914,"context":4910},"Code w\u002F Claude 2026 live blog","Simon Willison","https:\u002F\u002Fsimonwillison.net\u002F2026\u002FMay\u002F6\u002Fcode-w-claude-2026\u002F",{"type":4907,"title":4916,"url":4917,"context":4910},"Anthropic Claude Code Auto Mode","https:\u002F\u002Fwww.infoq.com\u002Fnews\u002F2026\u002F05\u002Fanthropic-claude-code-auto-mode\u002F",{"type":4919,"title":4920,"context":129},"event","Code w\u002F Claude 2026",{"type":4907,"title":4922,"url":4923,"context":129},"Code Review","https:\u002F\u002Fclaude.com\u002Fblog\u002Fcode-review",{"relevance":132,"novelty":111,"quality":132,"actionability":132,"composite":4925,"reasoning":4926},3.8,"Category: AI Automation. The article discusses a new feature in Anthropic's Code Review that automates code fixes in pull requests, addressing a specific pain point for developers who want to streamline their CI processes. It provides insights into the tool's functionality and trade-offs, making it actionable for teams looking to improve their code review efficiency.","\u002Fsummaries\u002Fc449c2de9818978f-claude-code-s-ci-auto-fix-closes-pr-review-loop-at-summary","2026-05-11 14:28:42","2026-05-11 15:04:05",{"title":4873,"description":105},{"loc":4927},"c449c2de9818978f","https:\u002F\u002Flevelup.gitconnected.com\u002Fanthropic-code-review-auto-fix-pr-911571780aa3?source=rss----5517fd7b58a6---4","summaries\u002Fc449c2de9818978f-claude-code-s-ci-auto-fix-closes-pr-review-loop-at-summary",[147,148,149],"Anthropic's Code Review now auto-patches code issues in open PRs via CI, eliminating manual fixes after agent-verified findings ranked by severity—upgrading the $15-25\u002FPR tool amid past backlash.",[],"nMaWKosRvis90Rh0naJI_m9Vletxg58TNUI-HBEj0XI",{"id":4940,"title":4941,"ai":4942,"body":4947,"categories":4995,"created_at":116,"date_modified":116,"description":105,"extension":117,"faq":116,"featured":118,"kicker_label":116,"meta":4996,"navigation":135,"path":5008,"published_at":5009,"question":116,"scraped_at":5010,"seo":5011,"sitemap":5012,"source_id":5013,"source_name":5014,"source_type":4864,"source_url":5015,"stem":5016,"tags":5017,"thumbnail_url":116,"tldr":5018,"tweet":5019,"unknown_tags":5020,"__hash__":5021},"summaries\u002Fsummaries\u002Fd312b58b29d5c32f-vs-code-april-2026-agents-window-and-copilot-cli-u-summary.md","VS Code April 2026: Agents Window and Copilot CLI Upgrades",{"provider":7,"model":4875,"input_tokens":4943,"output_tokens":4944,"processing_time_ms":4945,"cost_usd":4946},4553,1634,34357,0.00170495,{"type":14,"value":4948,"toc":4989},[4949,4953,4963,4967,4970,4974,4977,4981],[17,4950,4952],{"id":4951},"streamline-agent-first-workflows-with-agents-window","Streamline Agent-First Workflows with Agents Window",[22,4954,4955,4956,4962],{},"The new Agents Window (preview, ships with VS Code Insiders) creates a dedicated environment for agent development. Open it via the icon. It organizes sessions list (past\u002Fcurrent tasks by project with stats) on upper left, customization controls (edit skills, instructions, hooks, MCP servers, plugins) on bottom left, main agent chat (prompts, progress, results, task continuation) in center, and changes view (edited files, diffs, merge updates) on right. Use it to manage agent tasks without cluttering the main editor; docs at ",[4957,4958,4959],"a",{"href":4959,"rel":4960},"https:\u002F\u002Faka.ms\u002Fagent-window",[4961],"nofollow",".",[17,4964,4966],{"id":4965},"analyze-and-fix-chat-customizations-automatically","Analyze and Fix Chat Customizations Automatically",[22,4968,4969],{},"Install the Chat Customizations Evaluations extension to evaluate prompt files, custom agents, instructions. Click Analyze button in customization files (e.g., prompt file) for assessments and optimization suggestions. Yellow squiggly lines highlight issues like high cognitive load; hover for explanations, apply quick fixes to adjust phrasing. This reduces manual trial-and-error, improving custom chat performance directly in VS Code.",[17,4971,4973],{"id":4972},"balance-speed-and-quality-in-copilot-cli","Balance Speed and Quality in Copilot CLI",[22,4975,4976],{},"Configure thinking effort in Copilot CLI to control model reasoning per request, trading latency for response quality based on task needs. Remote control lets you monitor progress, approve, steer sessions from GitHub.com or mobile app while the CLI runs on the original machine. This enables hands-off long-running tasks without being tied to one device.",[17,4978,4980],{"id":4979},"build-agent-skills-via-vs-code-learn-courses","Build Agent Skills via VS Code Learn Courses",[22,4982,4983,4984,4988],{},"New docs section at ",[4957,4985,4986],{"href":4986,"rel":4987},"https:\u002F\u002Faka.ms\u002FVSCode\u002FLearn",[4961]," offers video courses: Agent Foundations (intro to agent-first dev, build your first agent, review\u002Fcontrol changes); Customization (UI for instructions, skills, custom agents, hooks). Use these to ramp up on agents quickly; more content planned.",{"title":105,"searchDepth":106,"depth":106,"links":4990},[4991,4992,4993,4994],{"id":4951,"depth":106,"text":4952},{"id":4965,"depth":106,"text":4966},{"id":4972,"depth":106,"text":4973},{"id":4979,"depth":106,"text":4980},[159],{"content_references":4997,"triage":5005},[4998,5001,5003],{"type":4907,"title":4999,"url":5000,"context":125},"VS Code Release Notes","https:\u002F\u002Faka.ms\u002Fvscode\u002Frelease",{"type":4907,"title":5002,"url":4959,"context":125},"Agent Window Docs",{"type":4907,"title":5004,"url":4986,"context":125},"VS Code Learn",{"relevance":131,"novelty":111,"quality":132,"actionability":132,"composite":5006,"reasoning":5007},4.15,"Category: AI & LLMs. The article provides detailed insights into new features in VS Code that enhance agent workflows, which is highly relevant for developers building AI-powered products. It includes actionable steps for using the Agents Window and Copilot CLI, making it practical for the audience.","\u002Fsummaries\u002Fd312b58b29d5c32f-vs-code-april-2026-agents-window-and-copilot-cli-u-summary","2026-05-07 17:28:41","2026-05-08 11:12:06",{"title":4941,"description":105},{"loc":5008},"954508abf26f2fb8","Visual Studio Code","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=JiMap1t4okA","summaries\u002Fd312b58b29d5c32f-vs-code-april-2026-agents-window-and-copilot-cli-u-summary",[147,149,148],"April 2026 VS Code releases add Agents Window for agent workflows, a chat customizations evaluator extension, configurable thinking effort and remote control in Copilot CLI, plus new agent learning courses.","Quick 3-minute official demo of five VS Code April 2026 updates: Agents Window preview for agent workflows, a chat customizations eval extension, Copilot CLI thinking effort and remote control options, plus new Learn docs section. Directs to full release notes for the rest.",[],"L2lHEd98kmd4uAAi621zuoSyamDLREfgk6QP7R7OuGg"]