## My AI Code Prep & Cline Workflow for Budget Coding/Debugging (Part 1)
https://wuu73.org/blog/aiguide1.html
https://wuu73.org/blog/aiguide1.html
https://kieranhealy.org/blog/archives/2025/08/07/blueberry-hill/
https://blog.tolki.dev/posts/2025/08-07-llms/
https://julsimon.medium.com/why-mcps-disregard-for-40-years-of-rpc-best-practices-will-burn-enterprises-8ef85ce5bc9b
https://help.openai.com/en/articles/11752874-chatgpt-agent
https://overengineer.dev/txt/2025-08-09-another-llm-rant/
https://queue.acm.org/detail.cfm?id=3746223
https://nibblestew.blogspot.com/2025/08/lets-properly-analyze-ai-article-for.html
https://www.instantdb.com/essays/gpt_5_vs_opus_4
https://www.matthewnewton.com/blog/arc-challenge-diffusion
https://azukiazusa.dev/blog/mcp-ui/
https://qiita.com/har1101/items/aae967fa157b01e414a9
https://qiita.com/Syoitu/items/e841fd5054b772ed405
https://qiita.com/neruneruo/items/572e3007e5376cc08613
https://qiita.com/sh_fk2/items/cff66119c3f2145282c1
https://qiita.com/sukimaengineer/items/845ad14a3ec2d3c39930
https://zenn.dev/prgckwb/articles/gpt-oss-finetuning-unsloth
https://zenn.dev/zhizhiarv/articles/host-remote-mcp-on-lambda
https://zenn.dev/soramarjr/articles/c0210f128a4d2a
https://zenn.dev/mohy_nyapan/articles/599947173622cd
https://zenn.dev/sakupanda/articles/bfc84e54f97504
https://zenn.dev/rimon/articles/be34c4ee9fd4bf
https://zenn.dev/carenet/articles/4b3dcec9d408de
https://zenn.dev/beagle/articles/99e0a0f3f0db4b
https://zenn.dev/karaage0703/articles/c3fbb190687b7a
https://zenn.dev/howdy39/articles/1a543b500bb05d
https://zenn.dev/acntechjp/articles/fd6df75cda97ba
https://www.itmedia.co.jp/aiplus/articles/2508/09/news031.html
https://forbesjapan.com/articles/detail/81094
https://xtech.nikkei.com/atcl/nxt/column/18/00989/080300184/
https://gazlog.jp/entry/chatgpt-5-200k-gpu-power-consumption/
https://toshi-a.hatenablog.com/entry/2025/08/09/223230
https://moltsinc.co.jp/media/process/38309/
http://www.gadget2ch.com/archives/post-257474.html
https://gigazine.net/news/20250809-training-reduction/
https://tech.layerx.co.jp/entry/2025/08/08/110339
https://type.jp/et/feature/29020/
https://dlit.hatenadiary.com/entry/2025/08/08/162843
https://vercel.com/changelog/cursor-now-supported-on-vercel-mcp
https://note.com/xcloche/n/n55938e706986
https://xenospectrum.com/openai-gpt5-user-dissatisfaction-gpt4o-return/
https://thomasorus.com/i-tried-coding-with-ai-i-became-lazy-and-stupid
https://secretaryrofdefenserock.substack.com/p/the-drone-and-ai-delusion
https://www.oneusefulthing.org/p/gpt-5-it-just-does-stuff
https://magazine.sebastianraschka.com/p/from-gpt-2-to-gpt-oss-analyzing-the
https://github.com/mendableai/open-lovable
https://garymarcus.substack.com/p/gpt-5-overdue-overhyped-and-underwhelming
https://whynothugo.nl/journal/2025/08/06/gpts-and-feeling-left-behind/
https://qiita.com/Sicut_study/items/f0e7503e18c76e2441d9
https://qiita.com/hoshi7_n/items/25d5419eb92255cb52be
https://qiita.com/mare13137/items/1443e2810da7fb94e1b6
https://qiita.com/tomada/items/f3c10524c05ad5631a76
https://qiita.com/peka2/items/2114875985d6b8cd1908
https://qiita.com/Yh_Taguchi/items/0306097b98c500db02d8
https://zenn.dev/okazuki/articles/drink-vive-coding-try-and-error
https://zenn.dev/yuhei_fujita/articles/all-you-need-is-booze-for-vibe-coding
https://zenn.dev/yuma_prog/articles/deisui-vibecoding
https://zenn.dev/service/articles/2464a141c2ddaa
https://zenn.dev/y_ta/articles/gpt-oss-opencode-vibe-kanban-tutorial
https://zenn.dev/pnd/articles/claude-code-statusline
https://zenn.dev/bita/articles/df3e289155005d
https://forbesjapan.com/articles/detail/81227
https://note.com/npaka/n/n6311c26ae5d5
https://engineering.dena.com/blog/2025/08/pr-agent/
https://aws.amazon.com/jp/blogs/news/pricing-waitlist-updates/
https://blog.g-gen.co.jp/entry/next-tokyo-25-product-development-with-gemini-cli
https://gihyo.jp/article/2025/08/gemini-cli-github-actions
https://www.techno-edge.net/article/2025/08/10/4525.html
https://jp.reuters.com/world/us/I237YDQDBZJQVDFVBCTN7JNROM-2025-08-08/
https://smhn.info/202508-4o-gpt5-openai
https://github.com/openai/openai-cookbook/blob/main/examples/gpt-5/gpt-5_prompting_guide.ipynb
https://anond.hatelabo.jp/20250810001443
https://note.com/npaka/n/nd4591ba3f278
https://blog.lai.so/codex-rs-intro/
https://www.smashingmagazine.com/2025/08/designing-with-ai-practical-techniques-product-design/
https://www.baldurbjarnason.com/2025/disingenuous-discourse/
https://www.baka-ke.com/2025/08/11/javascript-and-llm/
https://max.engineer/failover-to-hi
https://middlelayer.substack.com/p/i-claude-is-the-drug-cursor-is-the
https://www.joshbeckman.org/blog/practicing/ui-vs-api-vs-uai
https://dwyer.co.za/static/claude-code-is-all-you-need.html
https://policykahani.substack.com/p/a-chatgpt-pro-subscription-costs
https://qiita.com/tomada/items/ee39d4ca1a5e31939add
https://zenn.dev/rgbkids/articles/6773cb8f146f15
https://zenn.dev/sakupanda/articles/ecb4ae7e9a240e
https://speakerdeck.com/yuu26/20250808-yurusre
https://zenn.dev/sexygo/articles/claude-code-monitoring-dashboard
https://developers.cyberagent.co.jp/blog/archives/58574/
https://togetter.com/li/2587892?page=2
https://github.com/microsoft/poml
https://note.com/simplearchitect/n/na43d5b84fdf1
https://www.gizmodo.jp/2025/08/gpt-5-idontknow.html
https://www.lifehacker.jp/article/2508-matome-ai-tips-play-and-learn/
https://elm200.hatenablog.com/entry/2025/08/11/044429
https://zenn.dev/knowledgesense/articles/06daa8f19a6805
https://note.com/tacyan/n/n97dfaddf952a
https://note.com/suthio/n/n38efcbd10147
https://note.com/maha0525/n/nce310530ce40
https://p-shirokuma.hatenadiary.com/entry/20250811/1754914431
https://nowokay.hatenablog.com/entry/2025/08/11/152751
https://www.itmedia.co.jp/news/articles/2508/12/news050.html
https://www.watch.impress.co.jp/docs/series/nishida/2038398.html
https://recruit.gmo.jp/engineer/jisedai/blog/langextract/
https://honeylab.hatenablog.jp/entry/2025/08/12/140752
https://zenn.dev/yamitake/articles/google-analytics-mcp-setup
https://www.nikkei.com/article/DGXZQOUC1012P0Q5A810C2000000/
https://smhn.info/202508-github-ms
https://www.gizmodo.jp/2025/08/regulating-ai-based-mental-health-advice.html
https://zenn.dev/yourstand_blog/articles/codex-cli-by-claude-code-user
https://zenn.dev/sunagaku/articles/e4c2ef701a11c2
https://zenn.dev/kameoncloud/articles/6144b8d0fcc38d
https://zenn.dev/gmomedia/articles/e42848e951a581
https://zenn.dev/nstock/articles/2c1ea72861f87c
https://qiita.com/autotaker1984/items/09ed543579db1b97ea78
https://qiita.com/Nakamura-Kaito/items/11da91612a0fbe673f7c
https://arstechnica.com/information-technology/2025/08/the-gpt-5-rollout-has-been-a-big-mess/
https://blog.lqhl.me/exploring-ai-memory-architectures-part-2-memos-framework
https://every.to/vibe-check/vibe-check-claude-sonnet-4-now-has-a-1-million-token-context-window
https://ethanding.substack.com/p/openai-burns-the-boats
https://www.anthropic.com/news/1m-context
https://www.apollographql.com/blog/mcp-server-builder-drop-july-highlights-from-san-francisco-and-new-york
https://github.blog/open-source/maintainers/why-we-open-sourced-our-mcp-server-and-what-it-means-for-you/
https://tonyalicea.dev/blog/context-authoring/
https://www.figma.com/community/make?resource_type=mixed&editor_type=all&price=all&sort_by=all_time&creators=all
https://voltagent.dev/blog/fine-tuning-llm/
https://vercel.com/changelog/vercel-botid-now-leverages-vercels-verified-bot-directory
https://vercel.com/changelog/vercels-bot-verification-now-supports-web-bot-auth
https://techblog.lycorp.co.jp/ja/20250812a
https://note.com/akikito/n/n2c22f5b4dc27
https://gigazine.net/news/20250811-university-ai-knowledge/
https://cloud.google.com/blog/ja/topics/developers-practitioners/introducing-gemini-cli-github-actions/?hl=ja
https://vercel.com/blog/the-three-types-of-ai-bot-traffic-and-how-to-handle-them
https://vercel.com/changelog/claude-sonnet-4-now-supports-1m-token-context-in-vercel-ai-gateway
https://uxdesign.cc/how-to-be-the-designer-in-the-ai-loop-e14a5fb8c375
https://www.sonarsource.com/blog/the-coding-personalities-of-leading-llms/
https://github.com/editor-code-assistant/eca
https://github.com/Zipstack/rubberduck
https://www.independent.co.uk/news/world/americas/artificial-intelligence-replacing-jobs-report-b2800709.html
https://stackbench.ai/
https://github.com/anthropics/claude-code/issues/3382
https://www.bloodinthemachine.com/p/gpt-5-is-a-joke-will-it-matter
https://qiita.com/kabechiyo13/items/9f65c2c5976923e3fea0
https://qiita.com/kankigyo2/items/ad23246a4642e10c9d4b
https://qiita.com/KentaKashima/items/a33655e4c2156fd34b54
https://qiita.com/chomado/items/968eca2a96873ccad938
https://qiita.com/chomado/items/3008e4c17ead41be1501
https://qiita.com/akira_papa_AI/items/bd63f381d3e5827a3c1a
https://zenn.dev/socialdog/articles/claude-code-with-git-grep
https://zenn.dev/kg_motors_mibot/articles/f46c6927c409fc
https://zenn.dev/kmizu/articles/8c12550ad3e1d3
https://zenn.dev/karaage0703/articles/76f2a1b20cd6c1
https://www.lifehacker.jp/article/2508-gemini-google-calendar/
https://pc.watch.impress.co.jp/docs/news/2038783.html
https://www.itmedia.co.jp/aiplus/articles/2508/13/news099.html
https://note.com/naro143/n/n567573af6335
https://tech-blog.tabelog.com/entry/android-engineer-cursor-development-efficiency-real
https://github.com/omnara-ai/omnara
https://cchistory.mariozechner.at/
https://www.itmedia.co.jp/enterprise/articles/2508/12/news051.html
https://careers.mercari.com/mercan/articles/53708/
https://tech-blog.rakus.co.jp/entry/20250813/codereview
https://forest.watch.impress.co.jp/docs/news/2038528.html
https://note.com/shi3zblog/n/ne192f302c651
https://www.sbbit.jp/article/cont1/169763
https://note.com/viorazu/n/nbd8f44c83488
https://blog.sentry.io/introducing-mcp-server-monitoring/
https://github.blog/ai-and-ml/generative-ai/gpt-5-in-github-copilot-how-i-built-a-game-in-60-seconds/
https://developers.cyberagent.co.jp/blog/archives/58638/
https://github.com/facebookresearch/dinov3
https://edition.cnn.com/2025/08/14/business/chatgpt-rollout-problems
https://github.com/NineSunsInc/mighty-security
https://www.seangoedecke.com/real-reasoning/
https://zed.dev/blog/why-llms-cant-build-software
https://qiita.com/Martim500/items/5e6bed380b470f273b86
https://qiita.com/magicant/items/7095f78f6897808597ab
https://qiita.com/youtoy/items/dc8818981b7baff5dc08
https://zenn.dev/smartshopping/articles/refactor-fat-claude-md
https://zenn.dev/google_cloud_jp/articles/5410925dc984b1
https://zenn.dev/gotalab/articles/b361e77b7739ed
https://zenn.dev/aki_think/articles/c4f5b2a75ff4d4
https://www.businessinsider.jp/article/2508-openais-strategic-shift2025/
https://www.nikkei.com/article/DGXZQOGM1488A0U5A810C2000000/
https://techtarget.itmedia.co.jp/tt/news/2508/14/news05.html
https://gigazine.net/news/20250814-ffmpeg-whisper-transcription/
https://togetter.com/li/2589425
https://www.yasuhisay.info/entry/2025/08/14/181053
https://github.com/seiichi3141/kokkai_giji_mcp
https://anond.hatelabo.jp/20250814173040
https://nowokay.hatenablog.com/entry/2025/08/13/235311
https://gigazine.net/news/20250814-building-web-search-engine-3-billion-neural-embeddings/
https://creators-note.chatwork.com/entry/subagent_for_qa
https://developers.cyberagent.co.jp/blog/archives/58667/
https://gigazine.net/news/20250813-ai-eroded-doctors-skills-colonoscopy/
https://creators.oisixradaichi.co.jp/entry/2025/08/13/103607
https://speakerdeck.com/vaaaaanquish/sheng-cheng-ainiyorusohutoueakai-fa-noshou-shu-di-dian-hack-fes-2025
https://forbesjapan.com/articles/detail/81251
https://developers.freee.co.jp/entry/jittest_intro
https://bencallahan.com/outcomes-over-output-design-systems-and-ai
https://lucalp.dev/bitter-lesson-tokenization-and-blt/
https://vercel.com/changelog/botid-deep-analysis-model-improved-for-fake-hardware-detection
https://uxdesign.cc/what-gpt-5-could-have-learned-from-apples-missing-headphone-jack-2ea01fa70aad
https://semaphore.io/blog/gpt-oss
https://latentintent.substack.com/p/model-intelligence-is-no-longer-the
https://overbring.com/blog/2025-08-13-writing-an-elixir-nif-with-genai/
https://mattsayar.com/letting-inmates-run-the-asylum-using-ai-to-secure-ai/
https://jenson.org/timmy/
https://news.ycombinator.com/item?id=44911538
https://qiita.com/kokamoto01/items/1f1fc39af9cd72a365b0
https://qiita.com/wooooo/items/d7b9c108769e9342e62f
https://zenn.dev/furedea/articles/53b5107b389454
https://zenn.dev/discorders/articles/discord-mcp-technique
https://zenn.dev/dalance/articles/6463b2fcae7130
https://zenn.dev/microsoft/articles/493e35659c59d6
https://zenn.dev/oikon/articles/obsidian-claude-code
https://zenn.dev/naizo01/articles/15cbe0b1145ef9
https://www.baka-ke.com/2025/08/16/about-service/
https://note.com/dify_base/n/n5482b8ef9a32
https://note.com/npaka/n/n014544347f52
https://zenn.dev/xtm_blog/articles/d8085c176f0040
https://www.gizmodo.jp/2025/08/307151.html
https://xenospectrum.com/gpt-5-energy-consumption-crisis-openai-transparency/
https://atmarkit.itmedia.co.jp/ait/articles/2508/14/news076.html
https://gigazine.net/news/20250815-google-gemma-3-270m/
https://gigazine.net/news/20250814-sycophantic-ai-chatbot-teenagers-narcissism/
https://gigazine.net/news/20250815-meta-ai-chatbot-rules/
https://www.watch.impress.co.jp/docs/topic/2038206.html
https://note.com/npaka/n/nd2d39c0428cc
https://news.yahoo.co.jp/articles/11f6948e73700b4a9e699f1792772c987dc3d53d
https://dev.classmethod.jp/articles/technical-problems-with-gemini/