ข้ามไปที่เนื้อหา

ประเภทเนื้อหา

อัปเดตผลิตภัณฑ์ ล่าสุด

ฟีเจอร์ใหม่ การออกแบบใหม่ และการทำตลาดของผลิตภัณฑ์ AI — ค่ายไหนเก่งขึ้น แพงขึ้น หรือใช้งานได้จริงเสียที

48 รายการคัดสรร29 รายการใน 30 วันที่ผ่านมาเก็บไว้ 269 รายการ

อัปเดต 13 พฤศจิกายน 08:32

อัปเดตผลิตภัณฑ์ · คัดสรร · หน้า 3

11 มิถุนายนวันพฤหัสบดีรายการ 41–48 จากทั้งหมด 48
  1. Factory62

    Factory rolls out automated security review in Droid

    Factory is rolling out automated security review in Droid, which runs a STRIDE-based security review alongside standard code review on every non-draft PR and posts findings with severity, a CWE reference, an explanation and a suggested fix as inline comments on the diff. The company says Droid's security review has been run across production codebases and surfaced findings that went through responsible disclosure, including CVE-2026-42876 in external-secrets and workos/workos-node#1578. Droid builds a lightweight threat model of the changed surface, scans for vulnerabilities such as OWASP Top 10 and OWASP LLM Top 10 issues, then validates each candidate finding against the diff to filter false positives before posting one deduplicated summary per PR.

    ทำไมเรื่องนี้สำคัญ: Factory's Droid now runs a STRIDE-based security review on every non-draft PR, and the post shows real CVEs it surfaced in production codebases.

27 พฤษภาคมวันพุธ
  1. MiniMax Blog72

    MiniMax upgrades Agent as Mavis and launches Agent Teams for long-running tasks

    MiniMax upgraded MiniMax Agent under the new name Mavis and launched Agent Teams, which let multiple role-specific Agents run in parallel on the desktop for long, complex tasks. The system uses Leader, Worker and Verifier roles with a state-machine Team Engine that cycles tasks through producing, verifying and done, and it merges TokenPlan and Agent Plan into one subscription spanning CLI, API and Agent across M2.7, music, video and voice. MiniMax says the Agent will be open-sourced soon, expected alongside the MiniMax M3 model, while the desktop app is already available.

    ทำไมเรื่องนี้สำคัญ: MiniMax explains the design tradeoffs behind its Leader-Worker-Verifier Agent Team, including handoff, sharing and aggregation costs, offering a concrete reference for building multi-Agent runtimes.

16 เมษายนวันพฤหัสบดี
  1. OpenAI Developers Blog60

    OpenAI Codex app update extends to tools, apps and automations

    OpenAI published an overview of new Codex app updates aimed at working across tools, apps, automations and other developer workflows. The material is a short summary only, so specific features, versions and availability details are not described.

    ทำไมเรื่องนี้สำคัญ: OpenAI outlines Codex app updates that extend the coding agent across tools, apps and automations, showing how its scope is widening beyond code generation.

11 กุมภาพันธ์วันพุธ
  1. Modal Blog78

    Modal 上线 GLM-5 免费端点并发布自部署与前端接入指南

    Modal 推出 GLM-5 的免费 OpenAI API 兼容端点，可用至 4 月底，限单个并发请求，同时发布在单节点 8 张 B200 上用 SGLang 部署的可复现代码。

    ทำไมเรื่องนี้สำคัญ: Modal 为 Z.ai 的 GLM-5 提供免费 OpenAI 兼容端点，并给出在 OpenCode、OpenClaw、Claude Code 和 Vercel AI SDK 中接入的具体配置。

2 กุมภาพันธ์วันจันทร์
  1. OpenAI Developers Blog62

    OpenAI introduces the Codex app

    OpenAI introduced the Codex app, a dedicated app for its Codex coding agent, in an official developers blog post. The post is an intro walkthrough covering the app and its core workflows, with the full video hosted on YouTube.

    ทำไมเรื่องนี้สำคัญ: OpenAI's official walkthrough shows how the Codex app structures core coding workflows, useful for developers weighing it against existing coding agents.

23 ธันวาคม 2025วันอังคาร
  1. Replit Blog70

    Replit launches in-ChatGPT app building via @replit and Replit Agent

    Replit is now available inside ChatGPT, letting users tag @replit in any message to have Replit Agent create, update and deploy Replit Apps directly in the conversation. Build progress and an interactive preview appear in-chat, and each request such as adding dark mode or a payment form updates the app instantly, with apps stored in the user's Replit account for later publishing. The integration requires a ChatGPT account (Free, Plus, Pro or Teams) and a Replit account, works where the ChatGPT App Store is available, and consumes Replit Agent credits.

    ทำไมเรื่องนี้สำคัญ: Replit's ChatGPT integration lets users describe an app in chat and have Replit Agent build, preview and deploy it without leaving the conversation.

30 กรกฎาคม 2025วันพุธ
  1. Modal Blog60

    Modal launches GPU memory snapshots for sub-second serverless cold starts

    Modal announced GPU memory snapshots in alpha, extending its existing checkpoint/restore system to capture GPU vRAM, CUDA kernels, streams and contexts so GPU workloads restore from a frozen state instead of rebuilding CUDA state after boot.

    ทำไมเรื่องนี้สำคัญ: Modal adds GPU state to its memory snapshots, cutting cold boots for torch.compile and vLLM workloads by up to 10x and making scale-to-zero more practical.

28 มกราคม 2025วันอังคาร
  1. Modal Blog62

    Modal adds memory snapshots to cut serverless cold starts by 2.5x

    Modal introduced memory snapshot restore for its serverless GPU container runtime, which it says makes cold starts about 2.5x faster than standard container startup. A Stable Diffusion inference Function that normally takes around 13 seconds now restores in 3.5 seconds, and a simple import torch program drops from roughly 5 seconds to about 1.05 seconds at p50 and 0.69 seconds at p0. Snapshots are built on gVisor's checkpoint/restore and are created on demand, with automatic fallback to a standard container startup when a restore fails; GPU state is not yet saved, so it must be rebuilt after restore.

    ทำไมเรื่องนี้สำคัญ: Modal explains how gVisor-based memory snapshots cut serverless cold starts, with concrete restore timings for a Stable Diffusion Function and a torch import example.