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Your AI agent failed. The model might not be the problem.
As AI agents move into production, the path between a request and its result is becoming less predictable. An agent can choose its own tools and change course as it works, which makes failures harder...
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“Dormant deployments were quietly consuming storage”: Why Vercel tightened...
Vercel announced this week that teams on its free Hobby plan will now have older, unprotected deployments deleted immediately if they exceed the 10GB Deployment Storage limit. When asked why Vercel...
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Claude couldn’t hack OpenAI. Then Anthropic shipped Opus 5.
Three security researchers at Hacktron AI found a memory-corruption bug in a widely used image library. Finding it was the easy part. The hard part was turning it into something that works on a real...
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Open-weight models now handle a majority of tokens on Vercel’s AI Gateway....
The trend is clear: open-weight models are taking an increasingly large bite out of production AI usage. On Monday, The New Stack reported that open-weight models accounted for 60% of OpenRouter’s US...
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GitHub and Anthropic used their own agents for major Rust rewrites — with...
Rust is seemingly the language of the moment, with open-source projects and companies forming an orderly queue to move core software over to the general-purpose programming lingo. The draw? A pursuit...
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Perplexity’s AI agents helped build a database. They weren’t allowed to run it.
Perplexity decided it was paying too much for DynamoDB and wasn’t getting the control it wanted over read performance. So it built its own database: CobbleDB. Built by two engineers in two months with...
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“Everyone’s in a race to replace GitHub”: Zed launches Delta because agents...
Something of a consensus has emerged from the developer fraternity in 2026 — GitHub, a platform built substantively for human developers, is no longer fit for purpose. Part of the problem is sheer...
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AI evaluator: The most important AI job in history? How developers might fill...
The pace of frontier AI model development spurred Anthropic CEO Dario Amodei to publish an essay last weekend, calling for changes in how the industry is regulated and develops. In a three-part plan...
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OpenAI president: “The computer should be there to empower you.” So stop...
This week on the a16z show, Greg Brockman, president and co-founder of OpenAI, made the point that developers have been “retooling the world” to make software more accessible to AI agents. But...
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Meta lets Claude and Codex configure WhatsApp Business via MCP. But the...
Any business worth its salt in 2026 needs to be embracing the right tools to reach its customers, and few tools carry as much weight as WhatsApp. Paid messaging on the app crossed a $2 billion annual...
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“Machine translation is still broken for most of the world’s languages”:...
Enterprise AI company Cohere announced North Small Translate last week, a mixture-of-experts (MOE) open-weight machine translation model that works across 50 languages. Developers can download the...
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“Same mission, bigger stage”: OpenAI hires Git AI founders to help Codex...
OpenAI has hired the founders of Git AI, an open-source tool that tracks how much code AI writes and measures the performance and cost of coding agents. Taking to LinkedIn late Friday night, Aidan...
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AWS open-sources Pizza Bot: email-style inbox for background AI agents
Amazon Web Services (AWS) has released a new open-source application dubbed Pizza Bot, which gives developers an email-style inbox for managing AI agents that run in the background. The problem that...
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“Six tools, one harness”: Salesforce loops together a six-pack of favorites
Salesforce introduced its Salesforce Enterprise AI Harness on Thursday as a formalized amalgamation of the AI harness concepts and infrastructure the company has been working to align. The...
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GPT Images 2.5 promises edits that leave the rest of your image alone
When OpenAI launched GPT Images 2.5 this week, the company promised better results for a common editing task: changing one part of an image without messing up the rest. And so developers have two new...
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Mistral wants open-weight AI to compete at the frontier. It just raised $3.5...
This week, Mistral announced it raised €3 billion in a Series D funding round, pushing its post-money valuation past €21 billion. With the influx of cash — $3.5 billion in US dollars — it plans to...
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Red Hat AI 3.5 tackles the GPU queue that can stall AI pilots
Red Hat released Red Hat AI 3.5 this week, a move designed to let software engineering teams run AI with the same operational rigor as enterprise apps on mission-critical infrastructure. Echoing both...
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47,000 job listings reveal the engineering roles that AI is creating
Every major transformation in tech has led to roles merging, then new ones emerging. Friction between developers and operations drove the creation of the DevOps engineer. Then, when security needed to...
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AI floods security teams with flaws — business context sets priorities
A security researcher testing a 300-person B2B company with a global footprint discovered an internet-exposed database with weak authentication during a routine scan. The database appeared to be a...
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Nvidia and Palantir fine-tune a 30B Nemotron model for Nvidia’s supply chain....
Nvidia and Palantir announced on Thursday that they’re working together to bring “sovereign AI to critical supply chains,” kicking off initially with Nvidia’s own sprawling supply chain. The news...
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