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OpenAI· Infrastruktur

OpenAI menjelaskan cara menskalakan Habitat, platform penyimpanannya, di Azure Cosmos DB

Dalam bagian kedua dari seri rekayasa yang bertanggal 23 Oktober 2026, OpenAI menguraikan Habitat, platform penyimpanan online di balik ChatGPT, API, dan Codex. OpenAI menyebut Habitat melayani lebih dari 1 miliar pengguna di 40 wilayah dan menyimpan lebih dari 500 petabita data, serta menyatakan bahwa ringkasan artikelnya mengklaim pembacaan 12× lebih cepat untuk ChatGPT.Coding

Polylane meluncurkan agen proaktif yang memantau dan memperbaiki aplikasi Cloudflare Workers

Boris Tane mengumumkan Polylane for Cloudflare, layanan yang menjalankan agen proaktif untuk terus memantau Workers, Durable Objects, Workflows, dan sumber daya serupa di akun Cloudflare. Menurut pengumuman tersebut, agen ini memperbaiki bug, meningkatkan performa, dan menangani peringatan.Infrastruktur

Vercel menjelaskan cara Vercel Agent mengakses production

Vercel menerbitkan tulisan tentang cara Vercel Agent mengakses deployment production. Menurut Vercel, agent menyelidiki masalah dengan akses hanya-baca, lalu mengusulkan rencana beserta izin yang diperlukan untuk melakukan perbaikan, sehingga permintaan untuk memperbaiki deployment tidak memberinya kredensial dengan akses luas.Infrastruktur

Vercel AI Gateway menambahkan tako_search, alat pencarian data terstruktur

Vercel mengumumkan bahwa pencarian data terstruktur Tako kini tersedia sebagai alat di AI Gateway. Alih-alih halaman berisi teks, alat ini mengembalikan data dalam format JSON, lengkap dengan satuan, sumber, dan tanggal: Vercel mencantumkan saham, jajak pendapat, cuaca, dan kontrak pemerintah, serta menyatakan bahwa datanya berlisensi, mencantumkan sumber, dan terkini.Anthropic· Infrastruktur

Claude Models on Google Cloud (Anthropic managed) kini tersedia secara umum

Anthropic menyatakan bahwa Claude Models on Google Cloud (Anthropic managed) kini tersedia secara umum. Menurut Anthropic, layanan ini menghadirkan seluruh fitur Claude Platform ke Google Cloud, dengan kredensial Google Cloud IAM, penagihan, dan pengurangan saldo komitmen.Infrastruktur

Vercel Drop men-deploy file, folder, atau ZIP tanpa akun

Vercel mengumumkan Vercel Drop: pengguna cukup menyeret file, folder, atau ZIP, lalu mendapatkan URL aktif tanpa perlu akun. Proyek hanya akan tetap aktif jika pengguna masuk untuk mengklaimnya dalam waktu satu jam.Infrastruktur

You.com meluncurkan Inference Router, API yang kompatibel dengan OpenAI untuk model berbobot terbuka dengan pencarian web bawaan

CEO You.com Richard Socher mengumumkan Inference Router, layanan inferensi terkelola dengan satu API yang kompatibel dengan OpenAI dan tanpa biaya platform. Kode yang sudah kompatibel dengan OpenAI dapat dialihkan hanya dengan mengubah URL dasar.Google· Infrastruktur

Google Cloud announces Agent Compute Engine and expanded agent governance for Gemini for business

Google Cloud announced a new product, Agent Compute Engine, at AGNTCon + MCPCon. It also announced expanded agent governance for Gemini for business. Google Cloud says the two together give organizations the control they need to run, govern and scale their agents. The details are in Google Cloud's blog post, "Introducing Agent Compute Engine and expanding agent governance".Anthropic· Coding

Anthropic releases Claude API version 2026-10-21, with breaking changes

Anthropic's ClaudeDevs account announced API version 2026-10-21, which it calls the first official Claude API version release since 2023. Anthropic says it plans to release versions more often, so developers can handle breaking changes before a new model requires them. The older version, 2023-06-01, is not deprecated.OpenAI· Infrastruktur· 1 diskusi

OpenAI will require approval for model routers and AI gateways that offer its models

OpenAI says it has spent the past few months aligning safety policies with the partners and customers that provide its models, whether they host them or resell access. Partners must maintain safeguards consistent with OpenAI's own, investigate potential violations, take action and coordinate enforcement with OpenAI.OpenAI· Infrastruktur

OpenAI API lets organizations choose which service tiers projects can use

OpenAI's API changelog for October 21, 2026 says that Platform settings now let you choose which service tiers projects can use, and that organization settings can restrict service tiers for all projects. The entry points to documentation on service tier errors.OpenAI· Infrastruktur

OpenAI describes how ChatGPT's ad stack works

OpenAI published a post, summarized by @OpenAIDevs on X on October 21, on how ChatGPT's advertising system is built. OpenAI says it is designed to respond to the evolving conversation while keeping answers independent of ads.Infrastruktur

Vercel makes WebSocket support in Vercel Functions generally available

Vercel announced that WebSocket support in Vercel Functions is now generally available. Vercel says it now serves 15 million WebSocket connections a day across AI chat, streaming and realtime multiplayer apps. The details are in Vercel's changelog entry.PeringatanOpenAI· Model· 5 diskusi

OpenAI says its models helped find critical security flaws in PHP

OpenAI announced that its models helped researchers, working under its "Patch the Planet" initiative, discover critical security flaws in PHP, which it says runs an estimated 70% of websites. According to OpenAI, it led a coalition of maintainers, researchers and security providers for about two months to prepare fixes and protections before disclosure; the fix was intricate and required a major change to the PHP engine.OpenAI· Model· 4 diskusi

OpenAI says its models are coming to Google Cloud

OpenAI has published a post titled "OpenAI models are coming to Google Cloud". Its summary says OpenAI and Google Cloud are bringing frontier models and Codex workflows to Gemini's Model Garden, available through Google Cloud Marketplace. This is OpenAI's own account. Posts on X about the announcement say the models and Codex arrive on Google Cloud in the coming weeks.DeepSeek· Model

Stork: Alibaba raised its price for DeepSeek V4 Flash 0731 by 230%

Stork AI Daily, a newsletter that runs its own LLM price catalog, reports that Alibaba raised the price of DeepSeek-V4-Flash-0731 overnight. This is Stork's account from its own tracker; neither Alibaba nor DeepSeek has announced it, and the newsletter does not say which Alibaba service it means.Coding· 1 diskusi

Vercel introduces durable-harness for running coding-agent harnesses durably

Vercel announced durable-harness on X. In Vercel's words, it lets users run Pi, OpenCode, Codex, Claude Code, eve, fx or their own harness durably on Vercel, and agents automatically resume work after failures and run for hours, days or months.OpenAI· Infrastruktur

OpenAI API adds a 12-hour prompt caching option

OpenAI's API changelog for October 20, 2026 says developers can now choose 12-hour prompt caching in the API (labelled for v1/responses). It keeps shared instructions, tools and context cached longer, so cached-input pricing applies even when requests are hours apart. OpenAI says 12-hour cache writes cost 2.5x the input token price.DeepSeek· Infrastruktur

DeepSeek open-sources DeepInfer, its inference engine

DeepSeek has published DeepInfer on GitHub (deepseek-ai/DeepInfer) under the Apache-2.0 licence. The README calls it the inference framework that powers DeepSeek's large-scale production services. The release was shared on Hacker News on October 20. The details below are from the repository README.GitHub Copilot· Infrastruktur

GitHub adds a REST API for Copilot model policies

GitHub's changelog announces generally available GET and PATCH REST endpoints to read and update Copilot model policies at four levels: enterprise, enterprise teams, enterprise apps and organizations (for example /orgs/{org}/copilot/model-policies).
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