AI products & ideas
to launch faster

Writing in the Telegram channel Prod feat.AI. Startup breakdowns, AI tools, automations, vibe-coding and fresh AI news.

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Teaching

🎓

AI-Driven Development · Level 1

A course for engineers: grow from a "neural-network user" into an architect of autonomous AI systems. First cohort finished, enrollment open for the second.

Models Context Engineering AI-IDE MCP Design-to-Code Agents
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Product AI Development · Level 2

Production-ready products on top of LLMs: custom MCP, RAG, agents and full Observability. For those going beyond off-the-shelf tools.

Custom MCP RAG & CAG LangGraph Multiagent Observability

Popular Resources

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ProdSignal

Daily Product Hunt launches without the noise. AI cards with TL;DR, pain points, features + audio podcasts.
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YouTube Channel

Livestreams, AI tool reviews, experiments with new tech. Building products live.
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My Launch Stack

How I use n8n, Flowise, RAG, Claude Code and AI to launch projects in days, not months.

Open Source Projects

🎙️

TranscribeFlow

Local AI transcription with speaker separation. Optimized for Apple Silicon.

Python Whisper React
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Clipmaker

AI video clip generator. Finds interesting moments and renders vertical clips with subtitles.

FastAPI FFmpeg Gemini

Guides

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AI Management Manifesto

4 values and 8 principles for managing teams in the age of AI agents. Agile manifesto format.

Management AI Adoption Team Leadership
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Figma MCP Guide

Complete guide to Figma MCP Server. Setup, server comparison, prompts, workflow patterns and troubleshooting.

Figma MCP React Tailwind