An article presenting initial impressions of DSPy, a framework developed by the Stanford NLP group for algorithmically optimizing language model prompts. The author describes DSPy as closing the loop of prompt engineering by turning a manual process into a structured machine learning workflow. The piece notes it is not a substitute for the official documentation and covers topics such as teleprompter, optimization, compile, bootstrapping and metric functions.
Melies is an AI studio for filmmaking that generates images, videos, movie posters, voices, music and sound effects. It offers 30+ AI models and a library of 150+ AI actors. A CLI is available for image, video and movie poster generation from the command line. Plans include monthly credits.
Ghostwriter is a Replit feature that adds machine-learning tools to the integrated development environment. It offers an ML-powered pair programmer that completes code in realtime, tools to generate, transform and explain code, and an in-editor search utility for finding and importing open-source code. Its flagship feature, Complete Code, was in closed beta at the time of the announcement.
getdesign.md is a collection of DESIGN.md files containing independent design system analyses of popular websites. These files serve as design references for AI coding agents to ensure consistent visual styling across AI-built projects. It offers a catalog of over 550 public DESIGN.md files, private DESIGN.md creation services, and website and mobile app starter kits.
Prediction Guard is a self-hosted AI control plane described as enforcing NIST and OWASP-aligned runtime controls inside an organization's security boundary. It offers Agent Forge for creating interactive and autonomous agents, and an OpenAI, Anthropic and MCP compatible API. The site lists a Docker Verified Publisher agentic program entry and a verified Agent Control Kit on Docker Hub.
Kilo is an open source AI coding agent for VS Code, JetBrains, CLI, desktop and cloud. It offers access to 500+ models at zero markup, bring-your-own keys, or local models for privacy. Kilo Gateway provides a unified API to access AI models through a single endpoint.
Berrry is a platform that enables users to create tiny, self-contained web applications using artificial intelligence. It operates as an app store where AI acts as the developer. Users can post requests to the r/BerrryComputer subreddit to initiate builds, and the service includes advanced editing, version control, and professional export features. It hosts over 6,000 live apps available for remix, and users can describe their own app idea to generate a working version in approximately 3.9 minutes on average, with no signup required.
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Melies is an AI studio for filmmaking that generates images, videos, movie posters, voices, music and sound effects. It offers 30+ AI models and a library of 150+ AI actors. A CLI is available for image, video and movie poster generation from the command line. Plans include monthly credits.
Ghostwriter is a Replit feature that adds machine-learning tools to the integrated development environment. It offers an ML-powered pair programmer that completes code in realtime, tools to generate, transform and explain code, and an in-editor search utility for finding and importing open-source code. Its flagship feature, Complete Code, was in closed beta at the time of the announcement.
getdesign.md is a collection of DESIGN.md files containing independent design system analyses of popular websites. These files serve as design references for AI coding agents to ensure consistent visual styling across AI-built projects. It offers a catalog of over 550 public DESIGN.md files, private DESIGN.md creation services, and website and mobile app starter kits.
Prediction Guard is a self-hosted AI control plane described as enforcing NIST and OWASP-aligned runtime controls inside an organization's security boundary. It offers Agent Forge for creating interactive and autonomous agents, and an OpenAI, Anthropic and MCP compatible API. The site lists a Docker Verified Publisher agentic program entry and a verified Agent Control Kit on Docker Hub.
Kilo is an open source AI coding agent for VS Code, JetBrains, CLI, desktop and cloud. It offers access to 500+ models at zero markup, bring-your-own keys, or local models for privacy. Kilo Gateway provides a unified API to access AI models through a single endpoint.
Berrry is a platform that enables users to create tiny, self-contained web applications using artificial intelligence. It operates as an app store where AI acts as the developer. Users can post requests to the r/BerrryComputer subreddit to initiate builds, and the service includes advanced editing, version control, and professional export features. It hosts over 6,000 live apps available for remix, and users can describe their own app idea to generate a working version in approximately 3.9 minutes on average, with no signup required.
