How to check a Dockerfile for errors before building
Most Dockerfile mistakes don't fail your build. They fail at 2 a.m., in production, when the image you shipped turns out to be running as root, pulling :latest …
Englishdev.to DevOps
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Your .env Is Not a Secrets Manager, and Your AI Tools Can Read It Too
Update, October 31, 2026: This month gave the post a real-world example. At least nine AI developer platforms disclosed breaches in October, and the attackers w…
Englishdev.to DevOps
A Bench Ledger for Shared Free Model Sessions
A shared free bench fails quietly. Two drivers open the same session, and neither one sees the other. The second run dies at minute nine with a timeout nobody c…
Englishdev.to DevOps
Title: The Memory That Knows When It Is Wrong
Description: Perfect recall is dangerous without discrimination. How one agent stores the signal that separates look-alike incidents, flags stale memories, and …
Englishdev.to DevOps
Your Free Server Has No Disk: A 20-Minute State Audit Before You Ship
A free server is not a small server. It is a server whose disk you do not own. The CPU and RAM usually hold up fine for a side project; what breaks first is sta…
Englishdev.to DevOps
Reviewing a multi-stage Dockerfile: six things I check
AI-assisted: the checklist and the example are mine, and an AI tool helped tighten the wording. Every behaviour below is checked against Docker's own documentat…
Englishdev.to Docker
Autonomous drone delivery startup Zipline raised $1.5B at a $21.5B valuation, up from $7.85B after raising $600M in January, and plans to grow US manufacturing (Kelly Cloonan/Wall Street Journal)
Kelly Cloonan / Wall Street Journal : Autonomous drone delivery startup Zipline raised $1.5B at a $21.5B valuation, up from $7.85B after raising $600M in Januar…
EnglishTechmeme
Sources: Apple plans to raise ~$7B from its first investment-grade bond offering in more than a year to fund share buybacks, dividends, and capital expenditures (Bloomberg)
Bloomberg : Sources: Apple plans to raise ~$7B from its first investment-grade bond offering in more than a year to fund share buybacks, dividends, and capital …
EnglishTechmeme
ElevenLabs says users can now publish AI-generated music made with ElevenMusic directly on SoundCloud and that users have created 25M+ tracks using its models (Ivan Mehta/TechCrunch)
Ivan Mehta / TechCrunch : ElevenLabs says users can now publish AI-generated music made with ElevenMusic directly on SoundCloud and that users have created 25M+…
EnglishTechmeme
Dropbox plans to acquire AI storage startup Tigris Data for $350M, its largest acquisition to date; Tigris raised ~$31.9M from Spark, a16z, and others (Mary Ann Azevedo/Crunchbase News)
Mary Ann Azevedo / Crunchbase News : Dropbox plans to acquire AI storage startup Tigris Data for $350M, its largest acquisition to date; Tigris raised ~$31.9M f…
EnglishTechmeme
Mercedes-Benz rolls out conversational models that run directly on its cars instead of the cloud through a partnership with MIT spinout Liquid AI (Isabelle Bousquette/Wall Street Journal)
Isabelle Bousquette / Wall Street Journal : Mercedes-Benz rolls out conversational models that run directly on its cars instead of the cloud through a partnersh…
EnglishTechmeme
Humble Robotics, which is building cabless electric autonomous trucks for regional routes under 250 miles, raised $51M, taking its total funding to $75M (Rya Jetha/Business Insider)
Rya Jetha / Business Insider : Humble Robotics, which is building cabless electric autonomous trucks for regional routes under 250 miles, raised $51M, taking it…
EnglishTechmeme
Microsoft's Imagine Cup 'Evolves' From Student Competition To AI Startup Contest
theodp writes: That Was Then: The Imagine Cup competition, Microsoft explained in a 2003 press release, "seeks to provide students [aged 16-and-up] around the w…
EnglishSlashdot
More Performance From Every Byte: How Full-Stack Codesign Solves AI’s Memory Challenge
Larger models, longer contexts and agentic applications are increasing GPU memory pressure while supply tightens and prices rise — a trend expected to continue …
EnglishNVIDIA Blog
Early Black Friday Accessory Deals at Amazon Include TVs, Headphones, and Charging Devices
Earlier this week we highlighted some of the best early Black Friday Apple deals , and today we're focusing on third-party accessory markdowns available to purc…
EnglishMacRumors
MacBook Pro PROLED XDR Reviews Are In: Is the Touchscreen Worth It?
The first reviews of the new 14-inch and 16-inch MacBook Pro models with PROLED XDR displays have been published ahead of the laptops launching on Friday. One o…
EnglishMacRumors
Best Early Black Friday Deals on iPhone 18 Pro and iPhone Duo
Cellular carriers have always offered big savings on the newest iPhone models during the holidays, and Black Friday 2026 sales have kicked off at AT&T and T-Mob…
EnglishMacRumors
![The DevRel Ambassador Pattern [video]](/storage/uploads/covers/auto/p182024.svg)
The DevRel Ambassador Pattern [video]
Article URL: https://www.youtube.com/watch?v=AasU6eTNIOc Comments URL: https://news.ycombinator.com/item?id=50380557 Points: 1 # Comments: 0
EnglishHacker News New
A brief history of single-session agents
Article URL: https://comma.surf/blog/a-brief-history-of-single-session-agents Comments URL: https://news.ycombinator.com/item?id=50380562 Points: 1 # Comments: …
EnglishHacker News New
What GDP Means in a Soft Budget Economy Like China
Article URL: https://carnegieendowment.org/china-financial-markets/2026/04/what-gdp-means-in-a-soft-budget-economy-like-china Comments URL: https://news.ycombin…
EnglishHacker News New