From the archive
AI tools help people write software, search information, create content and automate parts of their work. Find news on developer tools, coding assistants, open-source projects and software for running AI locally. Our coverage explains what each tool does, how access and pricing work, and which practical limits or security considerations matter before you add it to a workflow.
Lead story
DeepSeek has released preview desktop apps for DeepSeek Harness, its open-source agent framework, with installers for Apple silicon Macs and 64-bit Windows PCs. The practical shift is that users can now try the harness through a desktop interface, with tools and plugin management built in, rather than assembling…
Read the report & discussion ↗DeepSeek Watch
DeepSeek and Huawei have launched an open-source programming toolkit aimed at Huawei’s Ascend AI chips, offering developers an alternative software stack to Nvidia’s CUDA. The toolkit includes TileLang plus compute and communication libraries, according to Mobile World Live’s 30 September report.
Meta AI Watch
Meta has released open-source software that lets developers connect its Muse AI agent to DIY hardware, from Raspberry Pi computers to displays, speakers and sensors. The move gives makers a way to put Muse into physical devices without waiting for Meta to build them all itself.
Watch Desk
Supabase has raised $150 million in a round led by Singapore sovereign wealth fund GIC and agreed to acquire Turso, a database company whose product is designed for AI agents. The deal joins a sizeable funding round with a strategic purchase in the infrastructure layer agents need to…
Baseten Watch
Baseten says an AI-built inference engine for Qwen-3.6-35B-A3B ran up to 90% faster than vLLM on single-stream decoding in its tests on one NVIDIA B200. The company’s experiments also included a separate image-segmentation model, suggesting the approach may reach beyond one language model, though neither system is serving…
GMI Cloud Watch
Open-weight AI models are becoming easier to download, but GMI Cloud argues that the harder business is serving them reliably at production scale. Its 2 October analysis points to a widening gap between what attracts attention and what developers actually use, with infrastructure and model runtimes increasingly central…
AWS AI Watch
AWS now supports Kubernetes 1.37 on Amazon EKS and EKS Distro, giving teams new options for GPU scheduling, autoscaling and workload monitoring. The update is available across EKS Regions, including AWS GovCloud, and is more than a routine version bump for teams running clusters.
Watch Desk
GitLab’s Threat Research Group says a flaw in DeepSeek-Reasonix Studio could let a hostile repository run attacker-controlled code when a developer views a file diff. GitLab says fixes are available, and the report points to a wider risk for coding tools that invoke Git on repositories they do…
OpenClaw Watch
OpenClaw has launched OpenClaw Enterprise, an open-source platform for running persistent AI agents with central administration and security controls. It is still under development, so its pitch is an invitation to pilot and inspect, not a cue to hand it the server room keys.
Watch Desk
The Ethereum Foundation and the Open Anonymity Project have launched zkAPI on Ethereum Mainnet, a protocol for paying in advance for AI models and other metered APIs without tying a user’s billing identity to individual requests. It uses zero-knowledge proofs to authorise bounded usage, though it does not…
DeepSeek Watch
DeepSeek and Huawei have released open-source programming tools for Huawei’s Ascend AI chips, including a language called TileLang. The move gives developers a new route to build for Ascend hardware, part of a broader effort to make China’s AI software stack less dependent on Nvidia’s CUDA.
Watch Desk
Cloudflare has released two open-weight decision models, Clef and Clef-flash, which handle structured choices and can also process images and video, according to a report carried by news.lavx.hu citing The Register. The launch gives developers another option beyond hosted decision APIs, although running the models locally comes with…
Watch Desk
AI coding tools are letting people without programming experience build websites and simple apps, but a working prototype is not the same as dependable software. A report by The Federal describes both the new opportunities and the bugs, false information and security concerns that can follow.
AWS AI Watch
AWS describes a four-agent system for a migration programme spanning more than 300 applications, and says its infrastructure-code agent cut development time from three to four weeks per application to minutes. The account offers a concrete look at how Bedrock AgentCore agents can work alongside AWS migration services,…
