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
DuckDB’s command-line interface is getting an agent mode that trims the output AI coding assistants have to read. The project says experiments found it reduced model-read output by 59% while preserving correct query answers, a practical change for developers using agents with databases.
Read the report & discussion ↗NVIDIA Watch
Nvidia’s RTX Spark platform is arriving in a first wave of laptops, with prices starting at $2,600 and one Asus configuration reaching $7,000, PCWorld reports. The lineup pairs Nvidia’s Arm-based chips with high-memory configurations aimed at local AI and other demanding work, making the cost of that promise…
Watch Desk
CIQ has made Fuzzball 4.3 generally available, a release designed to help organisations run open-weight AI models and agents on infrastructure they already operate. Its practical pitch is less hand-built integration: start a model, connect an agent and let the platform manage the GPU fleet underneath.
Watch Desk
Open-weight models have given developers more freedom to run and adapt AI systems, but access to weights is not the same as access to training data, unrestricted terms or frontier-scale computing. A new overview traces how Llama, Mistral and DeepSeek helped broaden the field, while leaving important advantages…
AWS AI Watch
AWS has spent September and October adding cloud services aimed at running AI agents in production, including a sandbox, persistent memory and tools for managing permissions. The shift matters because agents take multiple actions and retain context, which gives cloud operators new questions to answer about what software…
Watch Desk
Bootstrap has released the first alpha of Bootstrap 6, a major overhaul that modernises its styling and JavaScript foundations. The practical catch: it now requires much newer browsers, so upgrading may mean leaving some users behind.
Watch Desk
Basecompute’s Hugging Face announcement describes Superfluid as an Apache-2.0 local LLM server with interactive-request prioritisation, session recovery, multiple API and runtime options, and encrypted multi-device inference.
Anthropic Watch
Anthropic has launched a cyber mission pairing frontier AI models with engineering support for critical-infrastructure defenders, alongside a free, opt-in vulnerability-scanning service for open-source projects. The practical shift is from expanding who can access its cyber models to putting tools and people directly behind two kinds of defence…
Watch Desk
AI coding tools are making it easier to build a learning management system in-house, but a quick prototype can leave an organisation with years of maintenance and security work. In a Forbes essay, learning technology executive David James argues that extending an existing platform may be wiser than…
Watch Desk
GitHub has introduced an AI classifier designed to detect unstructured secrets in code before they land in repository history. It assesses candidate secrets in under two milliseconds, as code creation accelerates and manual cleanup struggles to keep pace.
Qualcomm Watch
Qualcomm Government Technologies and OKSI have announced a collaboration to bring OKSI’s OMNISCIENCE autonomy software to Qualcomm processors. The partnership targets AI-enabled autonomous capabilities on unmanned platforms, including in settings where communications are constrained, with the software optimised for Qualcomm’s QCS8550 processor.
Watch Desk
AI coding tools are making some businesses reconsider whether to buy software or build a tailored alternative. A Forbes article reports that 32% of organisations in a McKinsey survey had passed on at least one software product or feature because they could build it in-house with agentic coding…
Watch Desk
Google is introducing AISeal, a hardware-isolated vault for personal data used by AI on Android devices. The first step is protected storage for personal context; running models and agents inside the vault is a later goal, not a capability Google says is already in place.
Watch Desk
Reflection AI has introduced Beam, its first open-weight model, and is pitching reasoning efficiency rather than a clean sweep of the model rankings. The reported results put it near an earlier GLM model on one coding test, while newer Chinese models score higher on several comparisons.
Watch Desk
Developer Brandon Thomas says he used Anthropic’s Claude Opus 5.5 to build seven open-source apps modelled on Adobe tools, in an ambitious project that puts AI-assisted software development and the boundaries of imitation in the same frame.
NVIDIA Watch
NVIDIA and Microsoft have announced a partnership to build hardware and software for AI agents running on Windows PCs. The plan combines NVIDIA’s RTX Spark platform with Microsoft’s agent-containment tools, bringing local AI computing and agent execution into the same Windows push.
Watch Desk
A malware campaign called PoeLLM is targeting exposed AI and development servers, using compromised machines to spread and mine cryptocurrency, according to BleepingComputer. The report says the activity has been running since at least April, putting a practical security question in front of anyone running these tools: are…
Anthropic Watch
Claude Code 2.1.293 makes Haiku 5.5 the default Haiku model on the Anthropic API, while also fixing a collection of bugs in agent sessions, tool handling and message delivery. For developers, this is a practical update: a new default model and fewer ways for routine work to go…
