[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-5-claude-skills-to-ship-fast-code-solo-or-with-tea-summary":3,"summaries-facets-categories":140,"summary-related-5-claude-skills-to-ship-fast-code-solo-or-with-tea-summary":4437},{"id":4,"title":5,"ai":6,"body":13,"categories":84,"created_at":86,"date_modified":86,"description":77,"extension":87,"faq":86,"featured":88,"kicker_label":86,"meta":89,"navigation":121,"path":122,"published_at":123,"question":86,"scraped_at":124,"seo":125,"sitemap":126,"source_id":127,"source_name":128,"source_type":129,"source_url":130,"stem":131,"tags":132,"thumbnail_url":86,"tldr":137,"unknown_tags":138,"__hash__":139},"summaries\u002Fsummaries\u002F5-claude-skills-to-ship-fast-code-solo-or-with-tea-summary.md","5 Claude Skills to Ship Fast Code Solo or with Teams",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","x-ai\u002Fgrok-4.1-fast",8279,1725,18028,0.00249565,{"type":14,"value":15,"toc":76},"minimark",[16,21,40,44,52,55,59,66,69,73],[17,18,20],"h2",{"id":19},"unified-skills-setup-maximizes-tool-flexibility","Unified Skills Setup Maximizes Tool Flexibility",[22,23,24,25,29,30,33,34,36,37,39],"p",{},"Store all agent skills in a single ",[26,27,28],"code",{},"agents\u002Fskills"," directory adhering to Anthropic's open standard, which OpenAI Codex and Gemini CLI read natively. For Claude Code, which only scans ",[26,31,32],{},".claude\u002Fskills",", create a symlink from ",[26,35,32],{}," to ",[26,38,28],{},". This single source of truth lets you switch between Claude, Codex, and Gemini without duplicating definitions, ensuring consistent access across tools while building Yorby.ai as a solo dev who shipped 14 apps in 6 years.",[17,41,43],{"id":42},"grill-phased-workflow-delivers-reviewable-features","Grill + Phased Workflow Delivers Reviewable Features",[22,45,46,47,51],{},"Start every major feature with 'Grill Me' skill (forked from MattPCO's open repo), which interrogates for unresolved technical\u002Fproduct requirements before planning. Pair it with 'Phased Plan' to output a plan chunked into  user-testable phases—grouping related changes (e.g., UI + minimal backend for one testable feature), avoiding 2,000+ line PRs that kill reviews. For Yorby's AI UGC Studio (productizing internal AI-generated marketing like @autumnluna.create), invoke: \"Build ",[48,49,50],"span",{},"feature",". Grill me for questions, then make phased plan.\" This structures code for easy holistic review: test UI, trace backend.",[22,53,54],{},"'Phased Implementation' enforces one phase per pass—implement, commit\u002Fstage only after manual approval, preventing AI from dumping all phases (e.g., 5,000 lines) unchecked. For small bugs, skip phasing; for big features spanning milestones, it's mandatory.",[17,56,58],{"id":57},"babysit-pr-domain-skills-automate-reliability","Babysit PR + Domain Skills Automate Reliability",[22,60,61,62,65],{},"Run ",[26,63,64],{},"loop 1m babysit-pr"," in Claude Code to cron a skill that monitors PR mergeability: auto-fixes CI\u002FCD errors, test failures, or review comments every minute. Alerts when green (or auto-merges if trusted), slashing manual debugging. Toggle auto-merge for low-risk changes.",[22,67,68],{},"Embed provider best practices via dedicated skills: 'Yorby Logging' copies PostHog's logging guide verbatim for consistent implementation; similar to Supabase's Postgres skills for schema\u002Fmigrations. Use for nitty-gritty: adds logs per PostHog recs without your deep expertise as a product-focused engineer.",[17,70,72],{"id":71},"vibecode-empowers-non-tech-teammates-safely","VibeCode Empowers Non-Tech Teammates Safely",[22,74,75],{},"Parent skill 'VibeCode' orchestrates Grill Me, Phased Plan\u002FImplementation, and Onboarding for co-founders\u002Finterns. Onboarding skill replaces Notion docs with code-contextual setup guide for local env (all Yorby services). Rules enforce: read-only prod access via Supabase prod MCP; one phase\u002FPR max; defer architectural\u002FDB questions (e.g., migrations, tables) to CTO by leaving open in plans dir, committing PR, tagging you. You grill unresolved questions, approve. Client-side changes get freedom; DB\u002Farchitecture stays gated, unblocking marketing co-founder and intern without your constant involvement.",{"title":77,"searchDepth":78,"depth":78,"links":79},"",2,[80,81,82,83],{"id":19,"depth":78,"text":20},{"id":42,"depth":78,"text":43},{"id":57,"depth":78,"text":58},{"id":71,"depth":78,"text":72},[85],"Developer Productivity",null,"md",false,{"content_references":90,"triage":116},[91,96,99,102,105,110,113],{"type":92,"title":93,"url":94,"context":95},"tool","Yorby","https:\u002F\u002Fwww.yorby.ai?utm_source=yatb-yt","mentioned",{"type":92,"title":97,"url":98,"context":95},"Xero","https:\u002F\u002Freferrals.xero.com\u002FYourAverageTechBro_XeroCollabOne",{"type":92,"title":100,"url":101,"context":95},"perfectinterview.ai","http:\u002F\u002Fperfectinterview.ai\u002F?utm_source=yatb-yt",{"type":92,"title":103,"url":104,"context":95},"montee.ai","http:\u002F\u002Fmontee.ai\u002F?utm_source=yatb-yt",{"type":106,"title":107,"author":108,"context":109},"other","PostHog Logging Best Practices Guide","PostHog","cited",{"type":106,"title":111,"author":112,"context":95},"Supabase Postgres Best Practices Skills","Supabase",{"type":106,"title":114,"author":115,"context":109},"Grill Me Skill Repo","MattPCO",{"relevance":117,"novelty":118,"quality":118,"actionability":117,"composite":119,"reasoning":120},5,4,4.55,"Category: AI Automation. The article provides practical skills and workflows for using AI tools like Claude to enhance coding efficiency, directly addressing the pain points of solo developers and small teams. It offers actionable steps, such as creating a symlink for tool flexibility and implementing a phased workflow for feature development, which can be immediately applied in real-world projects.",true,"\u002Fsummaries\u002F5-claude-skills-to-ship-fast-code-solo-or-with-tea-summary","2026-05-07 15:45:08","2026-05-07 16:32:29",{"title":5,"description":77},{"loc":122},"d9cc3a000e23dbc4","Your Average Tech Bro","article","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=QFDku45b_EQ","summaries\u002F5-claude-skills-to-ship-fast-code-solo-or-with-tea-summary",[133,134,135,136],"ai-tools","coding","agents","dev-productivity","Grill Me + Phased Plan breaks features into reviewable chunks; Babysit PR auto-fixes CI errors; VibeCode lets non-tech teammates build safely without blocking 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This compute edge lets Cursor bypass capacity constraints plaguing rivals like Anthropic (reliant on AWS) and OpenAI (Codex struggles). Deal includes SpaceX's $60B acquisition option or $10B development fee if declined—skeptical feasibility due to xAI's burn rate. Anysphere seeks $2B funding at $50B valuation (a16z-led, Nvidia\u002FThrive participating), founded by 4 MIT students who rejected \"AI extension\" model for agent-native design. Outcome: Custom models fuel enterprise-scale productivity, where one high-performer handles team-level tasks.",[17,4456,4458],{"id":4457},"build-with-parallel-multi-agent-workflows","Build with Parallel Multi-Agent Workflows",[22,4460,4461],{},"Cursor Glass shifts from IDE-with-AI-sidebar to agent-first workspace for \"vibe-working\"—intuitive, parallel development replacing sequential prompts. Core technique: Agents Window runs multiple specialized agents concurrently (e.g., one refactors backend database schema, another builds frontend API endpoints) in isolated threads, preventing context bleed and accelerating multi-file edits via Composer 2 engine. Cloud Handoff seamlessly migrates tasks to cloud for long-running computations, persisting after laptop close. This enables mainstream multi-agent parallelization, boosting company output without team expansion—contrarian to single-model tools like Claude Code or Codex, which lag in coordination.",[17,4463,4465],{"id":4464},"deploy-unified-interface-for-non-swe-pros","Deploy Unified Interface for Non-SWE Pros",[22,4467,4468],{},"Unified prompt-centric interface ditches menus for Mission Control grid tracking agent sessions. Design Mode converts natural language UI descriptions to code with live previews, extending utility to PMs, designers, solopreneurs beyond SWEs. Recent launches amplify: Interactive Canvases (Cursor 3.1) for dynamic viz, Tiled Layouts and voice input for fluid workflows. Trade-offs: Relies on Anthropic Claude (co-opetition) but innovates product where OpenAI falters. Impact: ARR acceleration like Anthropic's 2026 growth, positioning Cursor as enterprise dark horse over $60B—avoid acquisition to capture vibe-working TAM amid Google\u002FChina competition.",{"title":77,"searchDepth":78,"depth":78,"links":4470},[4471,4472,4473],{"id":4450,"depth":78,"text":4451},{"id":4457,"depth":78,"text":4458},{"id":4464,"depth":78,"text":4465},[85],{"content_references":4476,"triage":4495},[4477,4480,4483,4487,4490],{"type":92,"title":4478,"url":4479,"context":95},"Cursor","https:\u002F\u002Fcursor.com\u002F",{"type":106,"title":4481,"url":4482,"context":109},"SpaceX Partnership Announcement","https:\u002F\u002Fx.com\u002FSpaceX\u002Fstatus\u002F2046713419978453374",{"type":106,"title":4484,"author":4485,"url":4486,"context":109},"The Rise of Cursor","Michael Truell","https:\u002F\u002Fwww.lennysnewsletter.com\u002Fp\u002Fthe-rise-of-cursor-michael-truell",{"type":106,"title":4488,"url":4489,"context":109},"Cursor AI $2 Billion Funding Round","https:\u002F\u002Fwww.cnbc.com\u002F2026\u002F04\u002F19\u002Fcursor-ai-2-billion-funding-round.html",{"type":4491,"title":4492,"url":4493,"context":4494},"podcast","Lex Fridman Interview with Anysphere","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=oFfVt3S51T4","recommended",{"relevance":117,"novelty":118,"quality":118,"actionability":118,"composite":4496,"reasoning":4497},4.35,"Category: AI & LLMs. The article discusses Cursor's innovative agent-first approach to coding, which directly addresses the pain points of productivity and efficiency for developers. It provides actionable insights on how to leverage multi-agent workflows and cloud handoff, making it relevant for those looking to implement AI tools in their development processes.","\u002Fsummaries\u002Fcursor-s-agent-first-glass-redefines-enterprise-co-summary","2026-04-26 17:22:48",{"title":4440,"description":77},{"loc":4498},"238ebfcb523a2a1d","AI Supremacy","https:\u002F\u002Fwww.ai-supremacy.com\u002Fp\u002Fwhy-cursor-is-the-enterprise-ai-darkhorse-of-agent-first-vibe-working","summaries\u002Fcursor-s-agent-first-glass-redefines-enterprise-co-summary",[135,133,134,136],"Cursor (Anysphere) pivots to agent-first 'Glass' interface with parallel agents, cloud handoff, and SpaceX's 1M H100 compute, enabling one engineer to replace teams via vibe-working at $50B+ valuation.",[136],"qzjg1M5Y9rHu83HdIjm72-MReIrtfbf65YEp8X5jhlo",{"id":4511,"title":4512,"ai":4513,"body":4518,"categories":4576,"created_at":86,"date_modified":86,"description":77,"extension":87,"faq":86,"featured":88,"kicker_label":86,"meta":4577,"navigation":121,"path":4591,"published_at":4592,"question":86,"scraped_at":4593,"seo":4594,"sitemap":4595,"source_id":4596,"source_name":4597,"source_type":129,"source_url":4598,"stem":4599,"tags":4600,"thumbnail_url":86,"tldr":4601,"unknown_tags":4602,"__hash__":4603},"summaries\u002Fsummaries\u002Fclaude-context-rag-for-ai-agents-in-large-repos-summary.md","Claude Context: RAG for AI Agents in Large Repos",{"provider":7,"model":8,"input_tokens":4514,"output_tokens":4515,"processing_time_ms":4516,"cost_usd":4517},5912,1787,16735,0.0015674,{"type":14,"value":4519,"toc":4571},[4520,4524,4527,4530,4547,4551,4558,4561,4565,4568],[17,4521,4523],{"id":4522},"semantic-indexing-eliminates-wasteful-repo-discovery","Semantic Indexing Eliminates Wasteful Repo Discovery",[22,4525,4526],{},"AI coding agents like Claude Code, Cursor, or Codex waste time exploring large repos via manual file pasting, slow directory scans, or token-burning dumps. Claude Context, an open-source MCP plugin from Zilliz Tech (6k+ GitHub stars), solves this by indexing your entire codebase into a vector database upfront. Agents then query it semantically—e.g., \"find functions handling user authentication\" or \"show retry logic\"—pulling only relevant code chunks into context.",[22,4528,4529],{},"It acts as RAG for code: hybrid search blends dense vectors (for concepts like \"user onboarding\") with BM25 keywords (for exact matches like function names). Chunking uses AST parsing for meaningful splits (e.g., functions\u002Fclasses intact), falling back to text splitters. Supports 13 languages: TypeScript, JavaScript, Python, Java, Go, Rust, C++, C#, PHP, Ruby, Swift, Kotlin, Scala, Markdown. Incremental updates via Merkle trees re-index only changed files, keeping it efficient for active development. Multi-project support scopes indexes by repo path.",[22,4531,4532,4533,4536,4537,4536,4540,4536,4543,4546],{},"Four MCP tools keep it simple: ",[26,4534,4535],{},"index codebase",", ",[26,4538,4539],{},"search code",[26,4541,4542],{},"get indexing status",[26,4544,4545],{},"clear index",". Post-index, agents access a \"semantic map,\" skipping greps and file hops—directly boosting daily workflows on monorepos or enterprise code.",[17,4548,4550],{"id":4549},"flexible-setup-with-proven-token-savings","Flexible Setup with Proven Token Savings",[22,4552,4553,4554,4557],{},"Cloud quickstart: Zilliz Cloud (vector DB) + OpenAI embeddings. Run ",[26,4555,4556],{},"claude mcp add -e OPENAI_API_KEY -e MILVUS_TOKEN -- npx @zilliz\u002Fclaude-context-mcp@latest"," (Node 20+, not 24). Local option: Milvus standalone + Ollama embeddings for privacy\u002Fno ongoing costs.",[22,4559,4560],{},"Evaluation shows ~40% token reduction at matching retrieval quality by avoiding full-context dumps. This lowers costs and speeds agents, especially since irrelevant context often degrades reasoning. MIT-licensed, inspectable code adds trust.",[17,4562,4564],{"id":4563},"trade-offs-and-targeted-fit","Trade-offs and Targeted Fit",[22,4566,4567],{},"Not zero-setup—requires MCP server, embeddings, vector DB (more parts than IDE builtins). Retrieval isn't perfect: poor naming\u002Fstructure still trips it up; no long-term memory or business logic grasp. Beats grep on small repos but shines in medium-large\u002Fmessy ones where agents bottleneck on context.",[22,4569,4570],{},"Unlike broader tools (Serena: agent toolkit; Context7: docs\u002Fexamples; DeepWiki: auto-docs), it focuses solely on repo searchability. Ideal for heavy AI agent users on big repos tired of manual context. Skip for tiny projects (grep suffices) or infrastructure-averse workflows.",{"title":77,"searchDepth":78,"depth":78,"links":4572},[4573,4574,4575],{"id":4522,"depth":78,"text":4523},{"id":4549,"depth":78,"text":4550},{"id":4563,"depth":78,"text":4564},[85],{"content_references":4578,"triage":4589},[4579,4581,4583,4585,4587],{"type":92,"title":4580,"context":95},"Milvus",{"type":92,"title":4582,"context":95},"Ollama",{"type":92,"title":4584,"context":95},"Serena",{"type":92,"title":4586,"context":95},"Context Seven",{"type":92,"title":4588,"context":95},"Deep Wiki",{"relevance":117,"novelty":118,"quality":118,"actionability":117,"composite":119,"reasoning":4590},"Category: AI & LLMs. The article provides a detailed overview of using RAG (Retrieval-Augmented Generation) for AI coding agents, addressing the pain point of inefficient code discovery in large repositories. It offers practical steps for implementation, including specific commands and setup options, making it highly actionable for developers looking to optimize their workflows.","\u002Fsummaries\u002Fclaude-context-rag-for-ai-agents-in-large-repos-summary","2026-04-22 09:15:01","2026-04-26 17:12:06",{"title":4512,"description":77},{"loc":4591},"5152ce3e8b26d965","AICodeKing","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=L1wdmlGJkKE","summaries\u002Fclaude-context-rag-for-ai-agents-in-large-repos-summary",[133,135,134,136],"Index repos into a vector DB for semantic code search, retrieving only relevant chunks to AI coding agents—cuts discovery time, saves ~40% tokens on large codebases.",[136],"uH4JfmNR_o5hpDEgpg6Ss_IQk6jioaDj54U8O3mIvl0",{"id":4605,"title":4606,"ai":4607,"body":4612,"categories":4644,"created_at":86,"date_modified":86,"description":77,"extension":87,"faq":86,"featured":88,"kicker_label":86,"meta":4645,"navigation":121,"path":4654,"published_at":4655,"question":86,"scraped_at":4656,"seo":4657,"sitemap":4658,"source_id":4659,"source_name":4660,"source_type":129,"source_url":4661,"stem":4662,"tags":4663,"thumbnail_url":86,"tldr":4664,"unknown_tags":4665,"__hash__":4666},"summaries\u002Fsummaries\u002Fai-agents-ship-dead-code-bloat-and-unneeded-permis-summary.md","AI Agents Ship Dead Code, Bloat, and Unneeded Permissions",{"provider":7,"model":8,"input_tokens":4608,"output_tokens":4609,"processing_time_ms":4610,"cost_usd":4611},3951,1458,15573,0.0014967,{"type":14,"value":4613,"toc":4639},[4614,4618,4625,4629,4632,4636],[17,4615,4617],{"id":4616},"pitfalls-ai-agents-overlook-in-production-code","Pitfalls AI Agents Overlook in Production Code",[22,4619,4620,4621,4624],{},"AI agents building a Chrome extension (TubeScribe, for exporting YouTube transcripts as Markdown) produced functional but wasteful code. A manual second pass uncovered: (1) a dead code path included in the shipped bundle, (2) an unneeded ",[26,4622,4623],{},"host_permissions"," scope that bloated the user install prompt, and (3) ~15KB of dead weight. The initial Chrome Web Store listing showed 31.83KB, while the local zip was 27.1KB (27,766 bytes)—a discrepancy hinting at store-side overhead, but the core zip itself carried avoidable bloat.",[17,4626,4628],{"id":4627},"fixes-deliver-measurable-wins","Fixes Deliver Measurable Wins",[22,4630,4631],{},"Removing the dead code and excess permissions streamlined the install prompt users see, reducing friction and perceived invasiveness. Stripping 15KB of bloat cut the package size roughly in half, improving load times and store appeal. These changes highlight how small oversights compound: permissions affect trust signals, while bloat hits performance from the first user interaction.",[17,4633,4635],{"id":4634},"why-agents-miss-this-and-how-to-supervise","Why Agents Miss This and How to Supervise",[22,4637,4638],{},"Agents prioritize working demos over optimization, generating wider scopes and unused paths to hedge against edge cases. Humans must audit for production realities—check bundle analyzers for dead code, validate minimal permissions against actual hosts (e.g., YouTube only), and minify aggressively. This case underscores agentic coding as a first draft: ship fast, but always second-pass for leanness. Thin content here focuses on intro findings; full article likely details agent prompts and code diffs.",{"title":77,"searchDepth":78,"depth":78,"links":4640},[4641,4642,4643],{"id":4616,"depth":78,"text":4617},{"id":4627,"depth":78,"text":4628},{"id":4634,"depth":78,"text":4635},[85],{"content_references":4646,"triage":4650},[4647],{"type":92,"title":4648,"url":4649,"context":95},"TubeScribe","https:\u002F\u002Fchromewebstore.google.com\u002Fdetail\u002Ftubescribe\u002Fpihclbbehodhlglloamajecjodpopofn",{"relevance":118,"novelty":4651,"quality":118,"actionability":118,"composite":4652,"reasoning":4653},3,3.8,"Category: AI & LLMs. The article discusses practical issues with AI-generated code, specifically focusing on dead code and unnecessary permissions, which directly addresses the pain points of developers integrating AI into their products. It provides actionable insights on auditing AI-generated code, making it relevant and useful for the target audience.","\u002Fsummaries\u002Fai-agents-ship-dead-code-bloat-and-unneeded-permis-summary","2026-04-20 16:06:08","2026-04-21 15:25:47",{"title":4606,"description":77},{"loc":4654},"52acec8e830499d9","Level Up Coding","https:\u002F\u002Flevelup.gitconnected.com\u002Fai-approved-waste-what-a-second-pass-on-an-ai-built-extension-actually-caught-39924c03de5d?source=rss----5517fd7b58a6---4","summaries\u002Fai-agents-ship-dead-code-bloat-and-unneeded-permis-summary",[135,133,134,136],"Reviewing an AI-built Chrome extension revealed dead code paths, unnecessary host_permissions, and 15KB bloat—fixing them altered install prompts and halved package size from 31.83KB.",[136],"zW7zxOlrpnuQJAsvjl5A_nT68PtWmBlB-fBE3dPXfRc",{"id":4668,"title":4669,"ai":4670,"body":4675,"categories":4848,"created_at":86,"date_modified":86,"description":4849,"extension":87,"faq":86,"featured":88,"kicker_label":86,"meta":4850,"navigation":121,"path":4851,"published_at":4852,"question":86,"scraped_at":4853,"seo":4854,"sitemap":4855,"source_id":4856,"source_name":4857,"source_type":4858,"source_url":4859,"stem":4860,"tags":4861,"thumbnail_url":86,"tldr":4862,"unknown_tags":4863,"__hash__":4864},"summaries\u002Fsummaries\u002Fupgrade-legacy-net-to-net-10-with-copilot-agents-i-summary.md","Upgrade Legacy .NET to .NET 10 with Copilot Agents in VS Code",{"provider":7,"model":8,"input_tokens":4671,"output_tokens":4672,"processing_time_ms":4673,"cost_usd":4674},8845,2411,25500,0.00295125,{"type":14,"value":4676,"toc":4841},[4677,4681,4684,4687,4691,4698,4708,4725,4736,4739,4743,4750,4753,4756,4772,4776,4779,4782,4787,4803,4807],[17,4678,4680],{"id":4679},"legacy-net-modernization-from-tedious-weeks-to-ai-assisted-minutes","Legacy .NET Modernization: From Tedious Weeks to AI-Assisted Minutes",[22,4682,4683],{},"Jorge Balderas and Joel Norman demo modernizing the Contoso University app—a 15-year-old .NET Framework site with outdated tech like MSMQ (deprecated messaging), Global.asax, and old Entity Framework. Running in Visual Studio, it loads slowly and uses unsupported patterns post-upgrade. Jorge shares his consulting days: \"I used to do a lot of upgrade projects both in .NET and Java. Uh they were not fun projects. Uh to be honest, there were a lot of repetitions, but there were some unique challenges in them. Um and yeah, this is something that would take, you know, weeks if not months.\" They enroll Joel in the fictional university via the app, add courses like \"Vibing Capstone\" and \".NET Modernization,\" and hire \"Professor Holland\"—lighthearted demos highlighting CRUD basics before upgrade.",[22,4685,4686],{},"The goal: Upgrade to .NET 10 without full rearchitecture, removing blockers like MSMQ (replaced by in-memory queuing or Azure Service Bus) and converting to SDK-style projects. Performance improves noticeably post-upgrade. Joel notes: \"We're not going to show the modernize CLI, but it's yet another option. This will do batch assessments and batch upgrades for you.\"",[17,4688,4690],{"id":4689},"github-copilot-modernization-tools-extension-cli-and-cloud-agents","GitHub Copilot Modernization Tools: Extension, CLI, and Cloud Agents",[22,4692,4693,4697],{},[4694,4695,4696],"strong",{},"VS Code Extension Setup and Demo","\nJorge installs the GitHub Copilot Modernization extension (search \"Copilot Modernization\"), selects the \".NET Modernize\" agent (also supports Java), picks Claude Opus (or GPT-4o, Gemini), enables Autopilot mode (auto-decides inputs), and prompts: \"Upgrade my project to .NET 10. Commit changes to 'VSCodeLive'.\" The agent assesses the app, summarizes changes (e.g., package upgrades), generates a plan with options (single vs. multiple commits), and executes—handling SDK conversion, MSMQ removal, SQL client migration, MVC upgrades.",[22,4699,4700,4701,4707],{},"Without Autopilot, users review\u002Fedit the plan. It uses Copilot MCP for skills (81+ for .NET: Entity Framework upgrades, ASP.NET MVC). View skills via agent chat: \"What skills are available for .NET upgrade?\" Source in ",[4702,4703,4704],"a",{"href":4704,"rel":4705},"https:\u002F\u002Fgithub.com\u002Fdotnet\u002Fmodernize-dotnet",[4706],"nofollow"," changelog lists scenarios like Global.asax removal.",[22,4709,4710,4713,4714,4536,4717,4720,4721,4724],{},[4694,4711,4712],{},"Copilot CLI Parallel Run","\nJoel runs in parallel (separate clones): Install plugin via ",[26,4715,4716],{},"gh copilot plugin marketplace",[26,4718,4719],{},"gh copilot plugin install modernize-dotnet",", then ",[26,4722,4723],{},"gh copilot agent --model modernize-dotnet"," with same prompt\u002FAutopilot. Processes identically, enabling all options.",[22,4726,4727,4730,4731,4735],{},[4694,4728,4729],{},"Cloud Agent on GitHub","\nJorge forks ",[4702,4732,4733],{"href":4733,"rel":4734},"https:\u002F\u002Fgithub.com\u002FAzure-Samples\u002Fdotnet-migration-copilot-samples",[4706],", creates custom agent in repo, uses GPT-4o: Spins up GitHub-hosted runner for compilation\u002Ftesting. Prefixes branch as \"copilot\u002FCCA-live.\" View progress in GitHub UI.",[22,4737,4738],{},"All converge on runnable .NET 10 app. Jorge: \"Now you can move them up to core. You can modernize them pretty quick.\"",[17,4740,4742],{"id":4741},"under-the-hood-agents-skills-and-iteration","Under the Hood: Agents, Skills, and Iteration",[22,4744,4745,4746,4749],{},"Powered by .NET Modernize agent plugin (open-source: ",[4702,4747,4704],{"href":4704,"rel":4748},[4706],"). Generic instructions load scenario-specific skills via Copilot MCP tools. Supports Azure-friendly upgrades (e.g., deployable to Azure). Customize: Provide skills in prompt\u002Frepo, swap MSMQ for Azure Service Bus.",[22,4751,4752],{},"Not fully autonomous—engineers iterate: Review plans, tweak packages\u002FAPM integration, test. Joel: \"This isn't going to be magic magic where we just do kotis upgrade us. Um, there is still work an engineer needs to do like... pick the right upgrade path.\"",[22,4754,4755],{},"Supersedes older .NET Upgrade Assistant extension (Copilot-powered yields better results). Works in Visual Studio: Built-in Copilot Chat selects \".NET Modernize\" agent, same prompt\u002Fprocess.",[22,4757,4758,4759,4762,4763,4536,4767,4771],{},"Batch via Modernize CLI (",[26,4760,4761],{},"modernize"," command, GitHub Copilot CLI + GH CLI underneath). Docs: ",[4702,4764,4765],{"href":4765,"rel":4766},"https:\u002F\u002Flearn.microsoft.com\u002Fazure\u002Fdeveloper\u002Fgithub-copilot-app-modernization\u002F",[4706],[4702,4768,4769],{"href":4769,"rel":4770},"https:\u002F\u002Fdotnet.microsoft.com\u002Fplatform\u002Fmodernize",[4706],".",[17,4773,4775],{"id":4774},"trade-offs-and-real-world-wins","Trade-offs and Real-World Wins",[22,4777,4778],{},"Speeds upgrades from story-point-heavy sprints (\"15 story points just to get this set up\") to 20 minutes live. Handles repetition (usings, library mappings), frees time for architecture. Risks: Autopilot assumes decisions; lag\u002Finternet hiccups (live demo quirks). Still needs validation.",[22,4780,4781],{},"Joel: \"Really putting joy back into software engineering because modernizing is actually a lot of fun. But converting all those using at the top, shout out to the .NET team.\"",[22,4783,4784],{},[4694,4785,4786],{},"Notable Quotes",[4788,4789,4790,4794,4797,4800],"ul",{},[4791,4792,4793],"li",{},"Jorge Balderas: \"Back on my consulting days, I used to do a lot of upgrade projects... they were not fun projects... weeks if not months. Uh we're actually going to do it in... about 20 minutes.\"",[4791,4795,4796],{},"Joel Norman: \"This isn't going to be magic... there is still work an engineer needs to do... but the modernization assistant will help us do that.\"",[4791,4798,4799],{},"Jorge Balderas: \"What we're trying to show is something that used to be very hard to do. Well, not really hard, more tedious... a lot of probably a line of business apps out there that are sitting on .NET framework. Now you can move them up to core... pretty quick.\"",[4791,4801,4802],{},"Joel Norman: \"Really putting joy back into software engineering... shout out to the .NET team. You know what using remain, what using go away, what libraries change and go. We map that all out for you.\"",[17,4804,4806],{"id":4805},"key-takeaways","Key Takeaways",[4788,4808,4809,4812,4815,4822,4829,4832,4838],{},[4791,4810,4811],{},"Install GitHub Copilot Modernization VS Code extension; select \".NET Modernize\" agent, use Autopilot + simple prompt like \"Upgrade to .NET 10\" for fast starts.",[4791,4813,4814],{},"Review agent plans\u002Foptions (e.g., commit strategy) before execution; iterate for custom needs like Azure Service Bus over in-memory queuing.",[4791,4816,4817,4818,4821],{},"Parallel tools: VS Code extension, Copilot CLI (",[26,4819,4820],{},"gh copilot agent","), GitHub Cloud Agent (fork repo, custom YAML), Visual Studio Copilot Chat—all share .NET Modernize plugin.",[4791,4823,4824,4825,4828],{},"Check ",[4702,4826,4704],{"href":4704,"rel":4827},[4706]," for 81+ skills (MSMQ, EF, SDK-style); extend with custom prompts or skills.",[4791,4830,4831],{},"Test post-upgrade: Expect perf gains, but validate deps\u002FAPM; supersedes old Upgrade Assistant.",[4791,4833,4834,4835,4771],{},"For batches: Use Modernize CLI; start with samples at ",[4702,4836,4733],{"href":4733,"rel":4837},[4706],[4791,4839,4840],{},"Engineer oversight essential: AI handles tedium, you guide paths and verify.",{"title":77,"searchDepth":78,"depth":78,"links":4842},[4843,4844,4845,4846,4847],{"id":4679,"depth":78,"text":4680},{"id":4689,"depth":78,"text":4690},{"id":4741,"depth":78,"text":4742},{"id":4774,"depth":78,"text":4775},{"id":4805,"depth":78,"text":4806},[85],"Join Joel Norman and Jorge Balderas and watch them let Copilot loose to try modernizing a .NET application with GitHub Copilot Modernization in VS Code.\n\n🔗 Links: \nhttps:\u002F\u002Fdotnet.microsoft.com\u002Fplatform\u002Fmodernize\nhttps:\u002F\u002Flearn.microsoft.com\u002Fazure\u002Fdeveloper\u002Fgithub-copilot-app-modernization\u002F\nhttps:\u002F\u002Fgithub.com\u002Fdotnet\u002Fmodernize-dotnet\nhttps:\u002F\u002Fgithub.com\u002FAzure-Samples\u002Fdotnet-migration-copilot-samples\n\n🎙️ Featuring:\nOlivia Guzzardo McVicker: https:\u002F\u002Fx.com\u002FOliviaGuzzardo\n\nJoel Norman: \nhttps:\u002F\u002Fx.com\u002Fnormandeveloper\nGitHub: microsoftnorman\nLinkedIn: joeltnorman\u002F\n\nJorge Balderas: \nhttps:\u002F\u002Fx.com\u002Fjorgerbf\nGitHub: yortch\nLinkedIn: balderas\n\n📲 Follow VS Code:\n* X: https:\u002F\u002Fx.com\u002Fcode\n* Bluesky: https:\u002F\u002Fbsky.app\u002Fprofile\u002Fvscode.dev\n* LinkedIn: https:\u002F\u002Faka.ms\u002FVSCode\u002FLinkedIn\n* GitHub: https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fvscode\n\n#vscode #dotnet #githubcopilot",{},"\u002Fsummaries\u002Fupgrade-legacy-net-to-net-10-with-copilot-agents-i-summary","2026-04-10 04:05:31","2026-04-10 15:01:45",{"title":4669,"description":4849},{"loc":4851},"0bacb4f33b135da6","Visual Studio Code","video","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=JQ3x362nc6c","summaries\u002Fupgrade-legacy-net-to-net-10-with-copilot-agents-i-summary",[133,135,134,136],"GitHub Copilot Modernization extension and CLI use AI agents to assess, plan, and upgrade .NET Framework apps to .NET 10 in minutes, handling deps like MSMQ and Entity Framework—replacing weeks of manual work.",[136],"I9nMsbiLxIZJqqXAXByj6tPhpiL2Ivankpsazl8DDeA"]