Onset MCP
Product Hunt 2 months ago 20
Onset.io launched Onset MCP as its 7th release.
Developer Tools
1333 summarised stories about Developer Tools, each linking back to the original source. Browse all topics →
Key players
Tuesday, 28 July 2026
Stop Chasing New Models. Build Once and Access Them All
Mozilla.ai 2 months ago 24
Otari provides a unified gateway that lets applications access multiple LLM providers through a single API, eliminating the need to rewrite code each time a new model or provider arrives. The platform supports over 40 providers and routes requests through a stable OpenAI/Anthropic-compatible endpoint while centralizing credentials, billing, and fallback behavior. This separation allows teams to change models as configuration changes rather than application rewrites, similar to how containerization solved dependency management problems in traditional software.
On AI
jcs.org 2 months ago 51 ● 11 sources
A programmer reflects on his changing relationship with AI coding tools, noting that after years of skepticism he now uses Claude and local models for work while remaining frustrated by rapid AI-generated projects in the vintage computing community. The author contrasts his years-long manual development efforts with AI tools that can produce comparable functionality in weeks, creating tension between appreciating the technology's utility and worrying his handcrafted work will be overshadowed. He concludes that while AI-generated tools may be useful to the community, he can continue his own projects at his own pace without viewing them as wasted effort.
Why care about programming languages
GitHub Pages 2 months ago 23
A developer argues that understanding fundamental programming language concepts remains essential despite AI-assisted coding becoming common. Deep ideas like Rust's borrow checker, Haskell's typeclasses, and algebraic data types teach ways of thinking about computation that transcend any particular language. These concepts enable engineers to evaluate AI-generated code, choose appropriate abstractions, and architect maintainable systems better than those who merely prompt AI.
Smart rings are looking like my kind of AI gadget
The Verge 2 months ago 38
Speech recognition technology powered by large language models has improved significantly, enabling fast dictation apps for emails and messages. The author tested multiple dictation applications including WisprFlow, Monologue, Spokenly, and Handy, finding them useful despite formatting quirks. Better speech processing is making voice-to-text a practical alternative to typing for daily communication tasks.
Deploying a 1-Bit Bonsai-27B Model with PrismML llama.cpp and OpenAI-Compatible Local Inference Workflows
MarkTechPost 2 months ago 35
A tutorial demonstrates how to deploy the Bonsai-27B language model, a 27-billion-parameter model quantized to 1 bit, using PrismML's llama.cpp fork with CUDA support for local GPU inference. The model requires approximately 5.2 GB of peak memory at 4K context length and supports OpenAI-compatible API endpoints for chat completions, streaming responses, and code generation. The deployment workflow enables researchers and practitioners to run compressed large language models locally on consumer GPUs without relying on external inference services.
Capacity Desktop
Product Hunt 2 months ago 14
Lovable, a web development AI assistant, released a desktop application for macOS that runs locally on users' computers. The application is available for free download and operates independently without requiring a web browser. This enables faster access to Lovable's AI coding features directly from the Mac desktop.