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Decoding Origin: Cursor’s GitHub rival that was launched during the latter’s outage

14:44
AI coding tools are increasingly becoming the place where developers write and modify software. SpaceX-owned Cursor now wants to bring code hosting into that same environment, potentially challenging GitHub’s position as the center of the software development lifecycle (SDLC). The company, earlier this week, launched Origin , an early-beta code-hosting platform that brings repositories, pull requ…

AI inference: Five best practices for successful AI applications

11:09
While some organizations are still getting started with their AI strategies, others are in pilot purgatory , with few experiments or proofs of concept (POCs) reaching production. Only 25% of organizations have moved 40% or more of their AI experiments into production, according to The State of AI in the Enterprise . We discussed delivering AI proofs of concept that matter at a recent Coffee With …

Coding agents make mistakes. So what?

11:09
Regular readers will probably have figured out that I’m generally an optimist. I think things are always getting better, and the future of the human race looks pretty good. Technology has taken us from grinding poverty to a pretty good life here on Planet Earth. I also believe that life has gotten immensely better for software developers just in the last year. We’ve seen AI agents suddenly and st…

AI’s attribution problem gets worse as models scale

4:01
Diffusion models are becoming sophisticated enough that they can reproduce an image even when they don’t have access to the original. In a series of ‘what if’ scenarios, researchers associated with MIT’s Computer Science & Artificial Intelligence Laboratory (CSAIL) swapped out different training datasets to test the impact on image outputs when original image data was completely removed. It turns…

Accelerating AI innovation through open weights

23:36
Open-weight AI models are a big deal, as Nvidia and more than 200 other companies and organizations attested in their “Open Weights and American AI Leadership” letter in July. The question is who will pay for them. Why are they a big deal? Well, former Red Hat CEO Jim Whitehurst will tell you that “open weights can play the same catalytic role [as open source]” to drive innovation in AI. This isn…

DuckDB 2.0 coming this fall with client/server mode

20:57
DuckDB, the analytics database with high-end features in a single easily deployed binary, is due to release a major update, version 2.0, this fall. In a blog post on the DuckDB site , the project’s maintainers outlined several key features that motivated a major version bump. The single biggest is a client/server mode, allowing DuckDB to function both as a compact, in-process database for a singl…

The tug-of-war between AI and traditional cloud services

18:21
The public cloud market is experiencing an extraordinary financial moment, with Amazon Web Services, Microsoft Azure, and Google Cloud all benefiting from the explosive demand for AI infrastructure and services. AWS continues to turn its infrastructure dominance into new AI-driven revenue streams, including managed AI platforms, custom chips, and large-scale compute services. Microsoft has made A…

A better approach to generative UI

18.srpna
There is an important distinction between using AI to generate UI code during development and letting AI generate executable UI at run time. If a developer uses ChatGPT, GitHub Copilot, Cursor, or another AI coding assistant to generate a component, template, stylesheet, test, or even an entire feature, that can be a productive workflow. The generated code still enters the normal software develop…

GitHub restores services after nearly 8-hour outage disrupts Actions, APIs, PRs and Copilot

18.srpna
GitHub has restored services after a nearly eight-hour outage disrupted several of its core developer tools, including Actions, pull requests, APIs, Git operations, Webhooks, and Copilot, impacting software development workflows across its platform. “This incident has been resolved. Thank you for your patience and understanding as we addressed this issue,” the company wrote on its status page . T…

MongoDB unveils MongoDB Atlas Managed MCP Server

18.srpna
Promoting the use of coding agents with its cloud-based document database, MongoDB has unveiled the MongoDB Atlas Managed MCP Server. Fully hosted and managed, the MongoDB Atlas Managed MCP Server connects coding agents to MongoDB Atlas without requiring customers to run additional infrastructure. Developers can easily add MongoDB Atlas to Claude Code, Codex, Grok Build, and Devin, said MongoDB, …

Java 28 to deprecate macOS/x64 support

18.srpna
Java Development Kit (JDK) 28 , a non-LTS (Long-Term Support) or “feature release” of standard Java due in March 2027, has snagged its fifth proposed feature, the deprecation of the macOS/x64 port for removal in a future release. The other four features proposed to target JDK 28 include a simple JSON API, a preview of value objects, switching the default mode of the Shenandoah garbage collector t…

Understanding the economics of AI factories

17.srpna
As data centers evolve into AI factories, compute has shifted from a cost center to a revenue driver. “Compute is revenue,” said Jensen Huang, co-founder and CEO of NVIDIA. “Without compute, there is no way to generate tokens. Without tokens, there’s no way to generate revenue. So, in this new world of AI, compute equals revenue.” This reframe changes an organizations’ calculus. If compute is rev…

Zhipu says new coding AI developed advanced cyber skills faster than expected

17.srpna
Chinese AI developer Zhipu has launched GLM-5.3, a new coding-focused AI model that the company says has developed unexpectedly strong cybersecurity capabilities, putting it close to global leading models in vulnerability discovery while remaining behind them on deeper exploitation tasks. Zhipu’s own testing places GLM-5.3 slightly ahead of Anthropic’s Mythos 5 and OpenAI’s GPT-5.6 Sol on CyberGy…

I ran the tiny Bonsai model on my tiny GPU. Here’s how it performed

17.srpna
The Bonsai 27B model from PrismML is the latest of many to squeeze a large number of parameters (27 billion) into a footprint compact enough to fit on a smartphone. The original model weighed in at 54 GB. However, PrismML claims its 1-bit quantized version — a mere 3.9 GB — can deliver “multi-step reasoning, structured tool calls, vision tasks, and computer-use agentic loops that stay coherent ac…

I’ve built data pipelines on AWS, Azure and Snowflake. Here’s what Palantir Foundry did that surprised me

17.srpna
Senior data engineers are trained to be skeptical of proprietary platforms. When I entered a Palantir Foundry training bootcamp, I expected to find a slow, expensive alternative to the mature tools I know on AWS and Azure. What I found instead was a platform built for a radically different user, one who cannot write SQL but needs answers now. I want to write about what I actually observed honestl…
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