TECHTOK

MCP Toolbox for Databases is an open-source platform that simplifies the development, performance, and security of AI-powered database tools. It provides a centralized control plane to manage and distribute tools, enabling developers to quickly integrate them into their applications and supercharge their workflows with AI-driven database assistance.

Alibaba's Tongyi Lab has developed a series of powerful web agents - WebSailor, WebDancer, and WebWalker - that leverage cutting-edge techniques to excel at complex information seeking and reasoning tasks. These models outperform open-source agents and close the gap with leading proprietary systems, showcasing their potential for web-based applications.

Biomni is a general-purpose biomedical AI agent that enhances research productivity and generates testable hypotheses by integrating large language model reasoning, retrieval-augmented planning, and code-based execution. It can be used for a variety of biomedical tasks, and the community is invited to contribute new tools, datasets, and benchmarks to the Biomni-E2 ecosystem.

This repository provides a comprehensive list of excellent MCP clients that enable AI models to securely interact with a wide range of local and remote resources. These clients leverage the open Model Context Protocol to extend AI capabilities through features like file access, database connections, and API integrations, making them valuable tools for building advanced conversational AI applications.

This comprehensive system design repository aims to help users understand complex systems through clear visuals and simple explanations. It covers a wide range of topics, including API and web development, real-world case studies, and explanations of various technologies, providing valuable insights for those preparing for system design interviews or simply wanting to deepen their understanding of how systems work.

LMCache is a core library that enables efficient sharing of prefix KV caches between large language models, drastically reducing response times. It uses a separate server to cache long context prefixes, allowing multiple vLLM instances to share this cache and avoid redundant computation, solving the problem of slow response times. LMCache can be used to speed up conversational AI applications, question-answering systems, and other use cases involving large language models with long context.

This repository is a comprehensive guide to understanding and using large language models, with a focus on practical, hands-on examples and code. It covers a wide range of topics, including tokens, embeddings, transformer architectures, text classification, topic modeling, prompt engineering, and fine-tuning, all supported by almost 300 custom-made figures to aid in the learning process.

verl is a flexible, efficient, and production-ready RL training library for LLMs, initiated by ByteDance Seed team and maintained by the verl community. It uses a hybrid-controller programming model to enable seamless integration with existing LLM frameworks and supports flexible device mapping for efficient resource utilization, enabling the training, fine-tuning, and scaling of LLMs for diverse tasks.

This AI Agents Masterclass repository provides a comprehensive guide on using large language models as interactive AI agents to build transformative applications and streamline business operations. The step-by-step videos and example code teach how to leverage the power of AI agents to boost productivity, enhance customer experiences, and unlock the full potential of AI.

Create a Notion style personal site from your CV or Resume using AI — no code or design skills needed. HelloCV AI helps you stand out, showcase your work, and land more interviews in seconds. Your personal site gets hosted on your FREE custom cv domain.

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Wibe is the easiest way to turn your expertise into a one-person creator business. Build an engaging community and earn recurring revenue with tools to improve quality engagement, host events and experiences, and connect with the right audience.

Naya is the beautiful digital studio that centralizes files and collaboration for creative teams. Turn messy folders and overcrowded tabs into a visual workspace with smart blocks. No more digging for links or lost feedback. Create faster, with more love.

HeronAI is the first AI analytics platform designed specifically for growing businesses. We connect to business tools (QuickBooks, Hubspot, Excel, and more to come) and turn scattered data into clear, actionable insights.

Build your portfolio easier and faster than ever, with Pagey. Benefit from easy interface, and AI readiness. Made to simplify your life!

Building a website is hard; running it is even harder. Pixelesq is an AI-driven platform that helps you not just create your site, but also optimize it for SEO and speed, and help you grow & scale. It’s like having a web team complementing your expertise.

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

Amy is your AI influencer manager that scales your influencer & affiliate programs to 100s of creators without manual work. She finds top-fit creators, handles outreach, negotiates deals, and manages comms, saving you 30+ hours a week.

Build and launch a complete API backend with AI or Code. Perfect for both beginners and seasoned developers.

Instagram has scaled its recommendation system to over 1000 ML models, addressing challenges around model discovery, release, and health by implementing a model registry, automated model launch tooling, and model stability metrics to ensure reliable and high-quality recommendations for its billions of users.

The 2025 Unity Gaming Report highlights how game developers are adapting to industry changes, such as evolving technologies, player preferences, and business models, to stay competitive in the evolving gaming landscape.

An effective architecture review board (ARB) helps organizations maintain compliance with enterprise guidelines and accelerate project implementation by reviewing solution architectures across disciplines like security, development, and operations to ensure alignment with best practices and reduce technical debt.

A study found that AI tools slowed down experienced open-source developers, despite impressive AI benchmark scores and widespread anecdotal reports of AI helpfulness. The authors discuss potential reasons for these contradictory findings, such as the limitations of their RCT methodology or overestimation of AI capabilities in benchmarks and anecdotes. They plan to continue tracking AI's impact on developer productivity to better understand the technology's real-world implications.

Gemini 2.5 Pro, an AI model, performed surprisingly well in bounding box detection, nearly matching the performance of state-of-the-art CNN models like Yolo v3. However, adding a mask output caused issues with the model, leading to infinite loops and budget depletion. The author concludes that while CNNs remain faster and easier to use, Gemini's versatility across open-set tasks is impressive and will be utilized in future projects.

Postgres LISTEN/NOTIFY feature is found to cause a global database lock, severely limiting scalability under high load. The team at Recall.ai discovered and remedied this issue by migrating away from LISTEN/NOTIFY in favor of tracking the logic at the application layer.

Flix, a powerful effect-oriented programming language, boasts a modern compiler architecture that leverages parallel processing to achieve impressive performance, making it an attractive choice for developers seeking a robust and efficient programming environment.

Computer scientists have discovered a way to use the Fiat-Shamir protocol, which is widely used to verify computations, to prove false statements. This attack, which exploits a vulnerability in the GKR protocol, could undermine the security of blockchain-based systems and other applications that rely on Fiat-Shamir proofs.

A developer built their own affordable forms platform after finding Typeform too expensive, showcasing an alternative for those seeking cost-effective solutions for their form needs.

FOKS is a federated open-source key service that aims to provide secure and private key management, with a focus on long-lived data like persistent file storage and key-value storage. It uses simple and hardened cryptographic primitives, is open-source, and follows principles of security, privacy, and generality to empower users with control over their data.

Red Hat releases a new version of its technical writing style guide, with updates to address inclusive language, deprecated terminology, and new technology concepts like generative AI.