Today’s Signal Source
A daily radar for high-signal articles, threads, research notes, product updates and founder-level insights.
每日整理公开来源中的高价值技术、产品、创业、投资与研究信号,只做索引、判断与证据链回链。
Today’s Readout
本期由每日自动流水线生成:仅展示当日 live fetch 抓取、且未在历史期展示过的新内容。
Must Read
综合评分 85–100,每期优先呈现最值得立即阅读的高价值信号。
等待首次 daily 流水线生成 Must Read 信号。
Worth Reading
适合快速扫读与延伸复盘,保留具体判断和证据链。
Asana cuts model costs 76x in browser tests with GPT-6.1 Sol
Using GPT-6 Astra in Codex, Asana made its browser agent 76x cheaper and 5x faster in tests to offer customers more capable models.
Signal Watch
弱信号观察池:不夸大,但保留继续追踪价值。
New Pro teams now default to 30-day deployment retention
New Pro teams now default to a 30-day deployment retention period. Coding agents have accelerated development, increasing deployment frequency and the amount of stored deployment history. Shorter retention keeps recent history available while limiting older history and its storage costs. You can choose a longer retention period in your team's settings when you need more history for inspection or rollback. Deployment Storage and Functions Storage each cost $0.10 per GB-month.
How Rillet ships 3× faster with AI agents on Vercel
Rillet on Vercel Tripled shipping rate in three months with eve agents deployed on Vercel Two-person team closed 800+ Linear tickets in its first 4 months Builder access via Enterprise Managed Users, SSO, and Directory Sync Ships customer-requested changes to production in as little as two hours Gives every builder access to models through AI Gateway Rillet is an AI-native enterprise resource planning (ERP) platform. Their AI agents do accounting work inside a real-time gener
Sophos cuts threat investigation time by 96% with OpenAI Daybreak
Discover how Sophos uses OpenAI’s Daybreak to cut cyber-threat investigation time by 96% and automate 52% of MDR cases while preserving human oversight.
Lowe’s answers millions of home improvement questions with OpenAI
Lowe’s uses OpenAI models to power Mylow and Mylow Companion, helping customers and associates answer 25M+ questions and move home improvement projects forward.
Hack the World: Why hackathons are still the best place to learn to build
The barriers to building software have collapsed. Today, anyone can build. Hackathons are a great place to start learning. The post Hack the World: Why hackathons are still the best place to learn to build appeared first on The GitHub Blog .
Agents can now buy domains with the Vercel CLI
Your agent can now use the Vercel CLI to buy a domain. The agent discovers candidates with vercel domains search , checks availability and registrar pricing with vercel domains check and vercel domains price , and initiates the purchase with vercel domains buy . The purchase decision itself stays with you by design. Run non-interactively, vercel domains buy returns a structured, machine-readable error and the suggested next commands, so the agent hands the confirmation back t