GoKawiil
Tech News
Applied Compute has introduced Agent Cloud (AC2), a platform designed to give researchers a unified environment for training, running inference on, and continually updating open-weight AI models. The system includes a CLI, SDK, and MCP server, letting developers set it up through coding agents like Claude Code, Cursor, or Codex, or manually via a quickstart guide.
A robotics developer describes attempting to offload the tedious process of visually debugging robot code to an LLM coding assistant equipped with an image encoder and MCP server access to a visualizer tool. The experiment largely failed: the assistant lacked an intuitive sense of what correct robot behavior looks like and struggled to navigate the debugging GUI, taking minutes to reach a viewpoint the developer could reach in seconds.
Keenable has released SELECT, an MCP server that lets an agent query the web using DuckDB SELECT statements instead of clicking through search results. The tool combines web search and fetch operators with semantic extraction functions inside SQL, filtering pages with exact WHERE clauses before sending only surviving rows to an LLM for field extraction. Each generated report links to the full trajectory of queries, tool calls, and result sets used to build it.
Opslane is a new open-source platform that records user sessions to catch bugs beyond crash reports, including silent UX failures like unresponsive buttons or abandoned forms. It ranks issues by how many users are affected, investigates the highest-impact ones, and automatically opens verified pull requests when it can confirm a fix works in a sandbox environment. The system integrates with coding agents via an MCP server and delivers a daily Slack digest summarizing what broke and what's ready to merge.