Profound Academy is an AI-native platform for hands-on computer-science course creation, teaching, and assessment, launched Sept 3 2026 on Show HN, that turns a course idea, syllabus, or learning objectives into editable modules, lessons, learning paths, coding labs (starter code + public tests + hidden tests + custom checkers), SQL exercises, multiple-choice and checkbox questions, written exercises, projects, quizzes, exams, AI graders, rubrics, partial scoring, and translations. The AI Course Builder edits everything in chat, the AI Assistant helps students find mistakes faster and guides them without revealing solutions, the AI Checker auto-grades proofs and long-form answers, and a live-coding IDE lets teachers watch students type, debug, and submit work in real time. Profound hosts 100-300 hands-on exercises per course (5-10x a typical university), surfaces similarity and work-history signals for academic integrity review (instructor makes the final call), and runs cheating detection against both peer collusion and AI tools like ChatGPT. Pro is $20/month with 20 AI credits and unlimited host-courses-and-students; new accounts receive credits to try the builder; the platform already supports 10,000+ learners and 100+ teachers and is positioned for instructors, bootcamps, schools, and universities.
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codemap is an MIT-licensed project brain for AI coding tools that gives LLMs instant architectural context from your codebase without burning tokens. It generates a fast tree/context view, dependency flow, dependency blast-radius analysis, and a layered handoff format for cross-agent continuation, then exposes everything through a JSON context bundle and an MCP server compatible with Claude Code and Codex. A built-in Codex plugin and community skill registry make it easy to install and share. Developers use codemap to onboard agents to large repos in seconds, keep session continuity across handoffs, and scope the impact of a change before running it.
Type.com is a multiplayer AI workspace where teams collaborate with Claude, Codex and other models in a shared company context. It brings conversations, files, skills, integrations and automations into collaborative Spaces instead of leaving useful work trapped in individual chat windows. Marketing, sales, support and operations teams can tag Type from Slack or email, share access through role-based permissions, and build custom dashboards or internal apps grounded in company knowledge. Type also supports OAuth, MCP and API connections, with granular controls for users and spaces. It is notable now because its Product Hunt launch presents a practical answer to the coordination problem emerging as teams adopt multiple coding and general-purpose agents. The official site confirms a shipped cloud workspace with desktop and mobile access, not merely an agent concept.
FileForge Finder is an AI-powered local file search utility that optimizes search results for developer workflows. It uses natural language processing to understand query intent and prioritize relevant files, code snippets, and documentation. The tool integrates with popular IDEs and terminals to provide instant, context-aware file retrieval, reducing time spent navigating complex project structures. It supports multiple file formats and offers advanced filtering by content type, modification date, and relevance.
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