## Batteries Included, Opinions Required: The Specialization of App Gen Platforms
https://a16z.com/specialized-app-gen-platforms/
https://a16z.com/specialized-app-gen-platforms/
https://forest.watch.impress.co.jp/docs/news/2038427.html
https://localghost.dev/blog/this-website-is-for-humans/
https://uxdesign.cc/ai-the-age-of-choice-5b799eacadde
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https://github.com/ngafar/llama-scan
https://zachperk.com/blog/when-did-ai-take-over-hn
https://playtechnique.io/blog/ai-doesnt-lighten-the-burden-of-mastery.html
https://claudiacode.com/
https://news.ycombinator.com/item?id=44930581
https://threedle.github.io/ll3m/
https://news.ycombinator.com/item?id=44930222
https://github.com/Wan-Video/Wan2.2
https://danfabulich.medium.com/llms-tell-bad-jokes-because-they-avoid-surprises-7f111aac4f96
https://github.com/microsoft/vscode/issues/261976
https://aimode.substack.com/p/ai-apps-are-like-music
https://news.ycombinator.com/item?id=44924461
https://joecooper.me/blog/activation/
https://userjot.com/blog/best-practices-building-agentic-ai-systems
https://www.antirez.com/news/155
https://azukiazusa.dev/blog/poml-prompt-structured-document/
https://qiita.com/getty104/items/388fb3d834f9e2a4f84e
https://qiita.com/husqva_luna/items/fd8126c0924e275e4cd6
https://qiita.com/cozyupk/items/0334ce221d0dddce7023
https://qiita.com/orc_jj/items/270a78cc50cce128778e
https://qiita.com/Dinn/items/032e5a7dbaa4c610e973
https://zenn.dev/demouth/articles/c0db2e8c0b2612
https://zenn.dev/aki_think/articles/66f6fc7530467a
https://zenn.dev/google_cloud_jp/articles/d24a22a87a84f8
https://zenn.dev/hacobu/articles/567d67c70ec15c
https://zenn.dev/turing_motors/articles/bfbc91eeb94d64
https://www.itmedia.co.jp/aiplus/articles/2508/17/news021.html
https://comemo.nikkei.com/n/n6b278e3d2ba0
https://jetstream.blog/2025/08/17/android-chrome-gets-ai-more-setting/
https://note.com/qsona/n/na422e3a68e72
https://nowokay.hatenablog.com/entry/2025/08/15/130719
https://www.nikkei.com/article/DGXZQOCD066C00W5A800C2000000/
https://www.lifehacker.jp/article/2507-google-ai-search-web-guide/
https://cdn.openai.com/API/docs/gpt-5-for-coding-cheatsheet.pdf
https://zenn.dev/furedea/articles/53b5117b389454
https://aba.hatenablog.com/entry/2025/08/15/124732
https://gihyo.jp/article/2025/08/gemma-3-270m
https://zenn.dev/primenumber/articles/8b39511fbade43
https://context7.com/
https://zenn.dev/marcosan/articles/54b3a01a7e74ca
https://www.smashingmagazine.com/2025/08/beyond-hype-what-ai-can-do-product-design/
https://www.nngroup.com/articles/ai-changing-search-behaviors/
https://markgreville.ie/2025/08/11/designing-for-humans-why-most-enterprise-adoptions-of-ai-fail/
https://vercel.com/blog/if-agents-are-building-your-app-who-gets-the-w-2
https://www.suzukikenichi.com/blog/seo-has-become-irreplaceable-thanks-to-openais-gpt-5/
https://www.m3tech.blog/entry/2025/08/18/100000
https://piccalil.li/blog/our-principles-on-ai/
https://fortune.com/2025/08/18/mit-report-95-percent-generative-ai-pilots-at-companies-failing-cfo/
https://github.com/awslabs/mcp/blob/main/VIBE_CODING_TIPS_TRICKS.md
https://www.theregister.com/2025/08/18/opinion_column_ai_surveillance/
https://garymarcus.substack.com/p/llms-coding-agents-security-nightmare
https://vlaaad.github.io/mcp-tools-with-dependent-types
https://lucumr.pocoo.org/2025/8/18/code-mcps/
https://www.theverge.com/ai-artificial-intelligence/759965/sam-altman-openai-ai-bubble-interview
https://qiita.com/moritalous/items/21f12f23f54a271f6138
https://qiita.com/like-mountain/items/7a10011d8a1693d5c60a
https://qiita.com/h-uchiba/items/1c14e60e911b95caaa38
https://qiita.com/GIFCat/items/6c6e5849d7f071f7deee
https://qiita.com/katamotokosuke/items/b254a793e2d5a6633841
https://zenn.dev/horiyuki42/articles/aa18f3c9448494
https://zenn.dev/ivry/articles/492e8e19de3906
https://zenn.dev/studio_prairie/articles/0c0cc762996079
https://zenn.dev/satohjohn/articles/0866bbd4b2cefa
https://zenn.dev/foxgem/articles/8260121a4b480b
https://zenn.dev/hirokita117/articles/7ff5bb257c41e4
https://zenn.dev/beagle/articles/5360946ada5607
https://zenn.dev/omegamaster/articles/cursor-update-v-1_4
https://togetter.com/li/2591363
https://gigazine.net/news/20250818-ai-software-engineer/#google_vignette
https://techfeed.io/entries/68a3998e359794350ac51efe
https://tech.techtouch.jp/entry/aic-document-strategy
https://rand.pepabo.com/article/2025/08/18/gpt-oss/
https://www.technologyreview.jp/s/366916/meet-the-early-adopter-judges-using-ai/
https://developers.freee.co.jp/entry/advent-calendar-2025-summer-1
https://zenn.dev/microsoft/articles/openai_gpt5_textbook
https://togetter.com/li/2591194
https://japan.cnet.com/article/35236754/
https://www.asahi.com/articles/AST873K4HT87UTIL043M.html
https://www.techno-edge.net/article/2025/08/18/4533.html
https://tacoms-inc.hatenablog.com/entry/2025/08/18/114225
https://japan.cnet.com/article/35236727/
https://www3.nhk.or.jp/news/html/20250818/k10014896441000.html
https://techfeed.io/entries/68a2506cce1a4c33b9954d67
https://togetter.com/li/2590713
https://www.watch.impress.co.jp/docs/news/2039347.html
https://uxdesign.cc/generative-ais-dehumanization-problem-d92392135f29
https://www.suzukikenichi.com/blog/the-impact-of-generative-ai-on-user-search-behaviors/
https://tonyalicea.dev/blog/cascade-methodology/
https://www.wired.com/story/tech-executives-new-york-zohran-mamdani/
https://marmelab.com/blog/2025/08/19/shadcn-admin-kit-mcp.html
https://werd.io/why-im-all-in-on-zen-browser/
https://qiita.com/qngdt/items/2171a9b4bcba762bdc8a
https://qiita.com/im_yoneda/items/fae79d30df9ed900efa3
https://qiita.com/hgkcho/items/50eb441e1ea88df33387
https://qiita.com/watany/items/8b08958427c9e48a20fb
https://qiita.com/aktsmm/items/928cbcbd61d1c54091e0
https://zenn.dev/mixi/articles/1a6a7c1856c206
https://zenn.dev/jambo_dev/articles/f383623d5cafd1
https://zenn.dev/knowledgesense/articles/0712abdd04a4f6
https://zenn.dev/4geru/books/fukuoka-supabase-base-handson
https://zenn.dev/ficilcom/articles/da858df304b588
https://zenn.dev/backpaper0/articles/038838c4cec2a8
https://zenn.dev/nextbeat/articles/mastra-memory-storage
https://news.yahoo.co.jp/articles/0485581ac69543b5eaa8a39310fa5e787fa63815
https://www.gizmodo.jp/2025/08/history_of_search.html
https://gigazine.net/news/20250819-prompt-engineering-for-llms/
https://speakerdeck.com/minodriven/ddd-in-ai-era
https://developers.googleblog.com/en/url-context-tool-for-gemini-api-now-generally-available/
https://togetter.com/li/2591419
https://note.com/rk611/n/na79f9e8a4785
https://wirelesswire.jp/2025/08/89012/
https://gigazine.net/news/20250819-qwen-image-edit/
https://note.com/daimatz/n/n42a0b29f4da1
https://gigazine.net/news/20250819-ai-iq-test-political-replies/
https://techtarget.itmedia.co.jp/tt/news/2508/19/news07.html
https://qiita.com/R_28/items/dbcce690a69bf7964423
https://www.smashingmagazine.com/2025/08/double-edged-sustainability-sword-ai-web-design/
https://blog.cloudflare.com/ai-face-cropping-for-images/
https://vercel.com/blog/a-proposal-for-inline-llm-instructions-in-html
https://vercel.com/changelog/give-agents-access-to-protected-deployments-via-vercels-mcp-server
https://waic.jp/news/ciaj-column-22/
https://blog.btrax.com/jp/ai-design-framework/
https://www.latimes.com/business/story/2025-08-20/say-farewell-to-the-ai-bubble-and-get-ready-for-the-crash
https://semiengineering.com/best-options-for-using-ai-in-chip-design/
https://github.com/rasbt/LLMs-from-scratch/tree/main/ch05/12_gemma3
https://qiita.com/Hiroshi-Okajima/items/10256a84ed97602058b4
https://qiita.com/shirok/items/9fe46cd707a3fb43a796
https://qiita.com/akira_papa_AI/items/255ad4ed86ef0924e801
https://zenn.dev/toga/articles/llm-as-a-source
https://news.yahoo.co.jp/articles/5e7574de9d4c76b73196284a695dfad0257a3771
https://gigazine.net/news/20250820-whispering/
https://developers.freee.co.jp/entry/advent-calendar-2025-summer-2
https://speakerdeck.com/mineo_matsuya/aihabian-geng-chai-fen-karayunitutotesuto-jie-he-tesuto-sisutemutesutodetesutosubekikotogachu-serunoka
https://www.nikkei.com/article/DGXZQOCD172930X10C25A8000000/
https://gihyo.jp/article/2025/08/programming-with-chatgpt-05
https://atmarkit.itmedia.co.jp/ait/articles/2508/19/news059.html
https://togetter.com/li/2591797
https://econ101.jp/noah-smith_it-doesnt-look-like-ai-is-taking-jobs-yet/
https://linear.app/now/how-cursor-integrated-with-linear-for-agents
https://vercel.com/blog/ai-gateway-is-now-generally-available
https://vercel.com/changelog/ai-gateway-is-now-generally-available
https://vercel.com/changelog/introducing-streamdown
https://vaughntan.org/aiux
https://productify.substack.com/p/the-vibe-coding-trap
https://blog.scottlogic.com/2025/08/21/is-ai-taking-over-testing-here-is-why-human-insight-still-matters.html
https://blog.1password.com/how-to-lead-with-confidence-in-the-ai-era/
https://www.dbreunig.com/2025/08/21/a-guide-to-ai-titles.html
https://api-docs.deepseek.com/news/news250821
https://joshuavaldez.com/the-unbearable-slowness-of-ai-coding/
https://rootly.com/blog/ai-sre-needs-more-than-ai-it-needs-operational-context
https://blog.google/products/search/ai-mode-agentic-personalized/
https://www.reddit.com/r/ArtificialInteligence/comments/1mw7i5e/zuckerberg_freezes_ai_hiring_amid_bubble_fears/
https://www.telegraph.co.uk/business/2025/08/21/zuckerberg-freezes-ai-hiring-amid-bubble-fears/
https://www.mindflash.org/coding/ai/ai-and-the-bus-factor-of-0-1608
https://qiita.com/makotosaekit/items/ca9f707f8718d7c2471d
https://qiita.com/railgun-0402/items/7265f080a96a3f9f9877
https://zenn.dev/collabostyle/articles/9bd16a97291d01
https://zenn.dev/taroosg/articles/20250820142926-5e83111b52b2f0
https://zenn.dev/innovation/articles/bc05ab1116adb7
https://zenn.dev/hiiraginil/articles/396fb53521d8d8
https://speakerdeck.com/mugi_uno/ai-zenbu-yare
https://blog.nextscape.net/archives/2025/08/17/204234
https://note.com/mercari_data/n/n7326d52adfe9
https://studio.persol-group.co.jp/nama/250821-1
https://www.itmedia.co.jp/aiplus/articles/2508/21/news020.html
https://www.reuters.com/graphics/SPECIAL-REPORT/AI-CHATBOT/myvmxxaaepr/
https://posfie.com/@petaritape/p/QqWaamG
https://atmarkit.itmedia.co.jp/ait/articles/2508/21/news013.html
https://blog.google/products/google-nest/gemini-for-home/
https://info.zenn.dev/2025-08-20-ai-review
https://gigazine.net/news/20250820-microsoft-copilot-audit-log/
https://www.sbintuitions.co.jp/blog/entry/2025/08/20/160139
https://nete-nete.hatenablog.com/entry/2025/08/20/192950
https://www.smashingmagazine.com/2025/08/week-in-life-ai-augmented-designer/
https://vercel.com/blog/ai-powered-prototyping-with-design-systems
https://mustafa-suleyman.ai/seemingly-conscious-ai-is-coming
https://uxdesign.cc/lifting-the-fog-co-constructing-intent-with-ai-agents-fbb503599ac0
https://workos.com/blog/mcp-security-risks-best-practices
https://github.blog/ai-and-ml/github-copilot/building-your-first-mcp-server-how-to-extend-ai-tools-with-custom-capabilities/
https://www.stochasticlifestyle.com/a-guide-to-gen-ai-llm-vibecoding-for-expert-programmers/
https://promptql.io/blog/being-confidently-wrong-is-holding-ai-back
https://nanobanana.ai/
https://qiita.com/Isato-Hiyama/items/c463f383b1c0e4f5f2c9
https://qiita.com/satokenichi/items/afa59c3605825bdf76f8
https://qiita.com/HarukiHayashi/items/170d1b3441de8381ab37
https://qiita.com/moyomoyomoyo/items/dedd4515a18992a2527d
https://qiita.com/kazuneet/items/07be140b9e0def92fa25
https://zenn.dev/hacobu/articles/4010bc5b9525af
https://zenn.dev/ryome/articles/793c4352380370
https://zenn.dev/aun_phonogram/articles/a602649ff478cf
https://zenn.dev/layerx/articles/fdc7174d9a9386
https://zenn.dev/primenumber/articles/dc4c64ebdbc9b2
https://zenn.dev/kikagaku/articles/b01cc77624cf3d
https://gigazine.net/news/20250822-google-ai-environmental-impact/
https://forbesjapan.com/articles/detail/81471
https://anond.hatelabo.jp/20250822042622
https://www.itmedia.co.jp/news/articles/2508/22/news095.html
https://note.com/hitsuji_fire/n/n5af56ed0d2ec
https://giansegato.com/essays/probabilistic-era
https://www.itmedia.co.jp/aiplus/articles/2508/22/news070.html
https://gigazine.net/news/20250822-fortune-telling-instead-of-ai-explanation/
https://engineer-recruiting.aeon.info/aeon-tech-hub/agentic-cording-study_Jira-dashboard
https://agents.md/