News and analysis on AI coding assistants, developer tooling, and software engineering in the age of LLMs.
The project in question — confusingly surfacing under a 'Docker Agent' framing while actually being 'RemotePC-MCP' — is a self-hosted Go daemon that exposes a machine to AI agents through the Model Context Protocol, enabling capabilities like shell_exec, type_text, and screens…
Anthropic has released Claude Haiku 5.5, its latest small-tier model, pairing a dramatic price reduction — roughly 90% cheaper than Haiku 4.5 — with a substantial benchmark leap, as its GDPval-AA score climbed from 735 to 1620. The timing is no accident: with OpenAI's GPT-6 Lu…
OpenAI has rolled out 'Sites in ChatGPT', a feature that lets users generate a complete website and receive an instantly hosted, shareable live link without ever leaving the conversation — eliminating the previous friction of being redirected to third-party hosting services. T…
At its latest Dev Day, OpenAI introduced 'Dots,' a concept centered on always-on agents that persistently operate within a user's digital environment, accompanied by a cluster of new sub-brands including 'Muse' and 'Claw.' Rather than the major model reveal many anticipated, t…
A new blog post details an optimization to prompt-lookup drafting within llama.cpp, a technique that accelerates token generation by drafting candidate continuations directly from n-grams already present in the prompt rather than relying on a separate draft model. The core app…
A widely-shared discussion spanning Hacker News and the French-language r/developpeurs subreddit has crystallized a growing tension in the software profession: how developers can continue to find meaning in their craft as LLMs absorb ever more of the coding workflow. The catal…
Google has released Gemini 3.8 text-to-speech, a dedicated audio-generation model that adds fine-grained voice steering and, notably, voice cloning capabilities to the Gemini family. The launch continues Google's aggressive incremental release cadence, arriving alongside an al…
Anthropic has unveiled Claude Opus 5.5, an incremental yet strategically loaded update to its flagship Opus family, following a string of predecessor models that many users found frustrating to work with. The release lands amid growing competitive pressure from rival frontier …
Apple’s M5 Ultra Mac Studio is being positioned—both by reviewers and Apple’s messaging—as a dream machine for running local AI agents and LLM inference, leveraging its massive unified memory pool to load enormous models without the VRAM ceilings that plague discrete GPUs. The…