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claude-real-video is an MIT-licensed tool that runs locally to extract deduplicated, scene-aware frames and transcripts from video files or URLs. It drastically reduces token overhead, allowing you to feed entire videos into vision-capable LLMs like Claude....
Vercel has launched Vercel Container Registry (VCR), a fully OCI-compliant image registry built into its infrastructure. Developers can now use standard Docker commands to push, pull, and manage unlimited container repositories directly within their Vercel projects....
Running a massive serverless multi-account SaaS reveals edge cases you won't find in the docs. This breakdown highlights the realities of true scale-to-zero, rigorous quota management, and why proactive AWS support is mandatory when scaling past a million functions....
Plumtown is an open-source, browser-based life-simulation game where players build homes and master skills. Unlike traditional cozy games, it integrates with Solana, allowing players to earn tokens and cash out real crypto seamlessly without leaving the browser....
Transitioning to microservices often leads to unintended consequences like distributed monoliths and cascading failures. This guide breaks down the most dangerous service architecture anti-patterns, why they happen, and the exact steps you need to take to prevent them....
Researchers used GPT-5 Pro to analyze complex T cell behavior and solve an immunology puzzle that had stumped them for three years. This breakthrough demonstrates LLMs crossing the threshold from simple coding assistants to active collaborators in hard scientific research....
A developer shares the architecture behind BugCapture, a tool that automates the tedious process of writing bug reports. By combining screen recording with AI, it instantly translates visual bugs and reproduction steps into detailed, actionable tickets for engineering teams....
OpenAI built Kepler, an internal AI data analyst to query over 600 petabytes of data. To bypass context limits, they use Model Context Protocol (MCP), automated code crawling, and RAG, combined with scoped semantic memory and AST-based LLM grading for robust evaluation....
Anthropic is accelerating its global expansion by opening a new hub in Seoul, South Korea. By forging strategic partnerships across the Korean tech ecosystem, the AI lab aims to accelerate enterprise adoption and secure a major foothold in the competitive Asian market....
