full stack
30 articles about full stack in AI news
ENS Paris-Saclay Publishes Full-Stack LLM Course: 7 Sessions Cover torchtitan, TorchFT, vLLM, and Agentic AI
Edouard Oyallon released a comprehensive open-access graduate course on training and deploying large-scale models. It bridges theory and production engineering using Meta's torchtitan and torchft, GitHub-hosted labs, and covers the full stack from distributed training to agentic AI.
Navox Agents: 8 Specialized Claude Code Agents with Human Checkpoints
Install the Navox Agents plugin to access eight specialized AI agents (Architect, UI/UX, Security, Full Stack, etc.) that work in parallel with human approval gates for complex Claude Code projects.
Paper Details Full-Stack MFM Acceleration: Quant, Spec Decode, HW Co-Design
A research paper details a full-stack approach for accelerating multimodal foundation models, combining hierarchy-aware mixed-precision quantization, structural pruning, speculative decoding, model cascading, and a specialized hardware accelerator. Demonstrated on medical and code generation tasks.
FastAPI-FullStack: Production-Ready Template for AI Agent Apps with FastAPI, Next.js, and Framework Choice
A new open-source template, fastapi-fullstack, provides a pre-built foundation for deploying AI agent applications. It integrates FastAPI, Next.js, and multiple agent frameworks with WebSocket streaming, authentication, and database support out of the box.
Google AI Studio Adds 'Vibe Coding' with Antigravity and Firebase for Full-Stack Multiplayer Apps
Google AI Studio is introducing a 'vibe coding' experience using Antigravity and Firebase, enabling developers to build full-stack multiplayer applications with integrated UIs, backends, auth, and live services in one workflow. A Geoseeker demo showcases real-time multiplayer state, compass gameplay, and Google Maps integration.
How a 12-Hour Autonomous Claude Code Loop Built a Full-Stack Dog Tracker
A developer's autonomous Claude Code system built a sophisticated dog tracking application with 67K lines of code across 133 sessions, showcasing the potential of fully automated build pipelines.
Horizon Launches Full-Stack AI Platform for Autonomous Driving
Horizon Robotics launched a trio of products—a new chip, an open-source OS, and a smart driving system—aiming to push cars closer to becoming autonomous AI agents. The platform integrates hardware and software for enhanced perception and decision-making.
China's AI Chip Breakthrough: Moore Threads Achieves Full Compatibility with Alibaba's Qwen Models
Chinese semiconductor firm Moore Threads has achieved full-stack compatibility between its flagship MTT S5000 GPU and Alibaba Cloud's Qwen3.5 AI models, marking a significant step in China's push for technological self-reliance amid ongoing US export restrictions.
Garry Tan's gstack: The 13-Skill Setup That Turns Claude Code Into a Virtual Engineering Team
Install Garry Tan's open-source gstack to get 13 specialized Claude Code skills (/plan-ceo-review, /review, /qa) that act as a full engineering team, shipping production code faster.
Meta's Ad Business Now Fully Optimized by AI, Says Zuckerberg
Mark Zuckerberg announced that Meta's advertising business is now powered by AI optimization, replacing reliance on static demographic targeting. This shift represents the full-scale operationalization of AI for the company's core revenue engine.
Install ContextZip to Slash Node.js Stack Trace Token Waste in Claude Code
Install the ContextZip tool to filter out useless Node.js internal stack frames from your terminal, preserving Claude Code's context for your actual code.
China's First Fully Automated Humanoid Robot Factory Goes Live in Foshan, Targets 10,000+ Units Annually
China's first fully automated humanoid robot production line has launched in Foshan, capable of building one complete robot every ~30 minutes. The facility aims for over 10,000 units per year, with five more sites planned.
Qwen3-TTS Added to mlx-tune, Enabling Full Qwen Model Fine-Tuning on Apple Silicon Macs
The mlx-tune library now supports Qwen3-TTS, making the entire Qwen model stack—including the new text-to-speech model—fine-tunable on Apple Silicon Macs. This expands local AI development options for researchers and developers.
Decepticon Open-Sources Autonomous AI Red Team for Full Kill Chain
Decepticon, a new open-source multi-agent AI system, autonomously executes the entire cyber kill chain for red teaming, from reconnaissance to exfiltration, enabling continuous security testing.
Semantic Needles in Document Haystacks
Researchers developed a framework to test how LLMs score similarity between documents with subtle semantic changes. They found models exhibit positional bias, are sensitive to topical context, and produce unique scoring 'fingerprints'. This matters for any application relying on LLM-as-a-Judge for document comparison.
PetClaw AI Agent Automates Research Stack, Replaces $200/Month Tools
A developer claims PetClaw's desktop AI agent automated their entire research workflow—browsing, sourcing, dashboard building—and saved it as a reusable skill, replacing multiple paid tools. No code was written.
daVinci-LLM 3B Model Matches 7B Performance, Fully Open-Sourced
The daVinci-LLM team has open-sourced a 3 billion parameter model trained on 8 trillion tokens. Its performance matches typical 7B models, challenging the scaling law focus on parameter count.
How to Replicate a Full Mobile Dev Workflow in Claude Code
A developer replaced their entire mobile dev workflow with Claude. Here's how to apply those principles in Claude Code for faster, more autonomous development.
Explee Launches AutoGTM: AI Sales Tool Claims Full Cold Outreach Automation in Under 2 Minutes
Explee has launched AutoGTM, an AI-powered sales automation tool that promises to handle the entire cold outreach process—from research to personalized email generation—in under two minutes.
DevFix MCP Server: Stop Your AI Assistant from Using Outdated Stack Overflow Answers
A new MCP server provides Claude Code with version-aware, community-verified solutions to coding problems, replacing unreliable web searches.
David Sacks: Google's 'Full OpenClaw' AI Agent Strategy Leverages Gmail, Docs, and Calendar for Built-In Trust
Investor David Sacks argues Google's consumer AI fight is existential as search and AI chat merge. Its advantage is 'OpenClaw'—agents with built-in trust via access to user email, docs, and calendars.
Modern RAG in 2026: A Production-First Breakdown of the Evolving Stack
A technical guide outlines the critical components of a modern Retrieval-Augmented Generation (RAG) system for 2026, focusing on production-ready elements like ingestion, parsing, retrieval, and reranking. This matters as RAG is the dominant method for grounding enterprise LLMs in private data.
Open-Source 'Manus Alternative' Emerges: Fully Local AI Agent with Web Browsing, Code Execution, and Voice Input
An open-source project has been released that replicates core features of AI agent platforms like Manus—autonomous web browsing, multi-language code execution, and voice input—while running entirely locally on user hardware with no external API dependencies.
Adaptive Launches 'AI Agent OS' Platform with 71 Pre-Built Agents, Claims to Replace Traditional Software Stack
Adaptive has launched a no-code AI agent platform with 71 pre-built agents designed to automate business workflows. The company claims it can replace tools like Zapier, Make, and virtual assistants with a single unified system.
OpenHome Launches Open-Source Voice Assistant Platform with Full Local Processing
OpenHome has launched an open-source voice assistant platform that processes all audio and commands locally on-device, positioning itself as a privacy-focused alternative to cloud-based services like Amazon Alexa.
San Francisco Shop Runs Entirely by AI Agent
A shop in San Francisco is fully operated by an AI agent, replacing human cashiers and assistants. The concept points toward fully autonomous retail experiences, though details on the technology stack remain thin.
Dimos OS Launches as Open-Source Robot OS with AI Agent MCP Access
Dimos OS is a new open-source operating system for robots that lets developers write Python modules and gives AI agents direct control via MCP. It includes a full navigation stack and supports hardware like Unitree G1 and DJI drones.
Sarvam AI's Open-Source Models Signal India's Arrival in Global AI Race
Sarvam AI has open-sourced two reasoning models—Sarvam 30B and 105B—positioning India as a competitive player in global AI. The breakthrough lies not just in benchmark scores but in a full-stack approach: in-house data, training, RL, tokenizer design, and optimized inference for both frontier GPUs and consumer devices.
OpenAI Agents Now Ask Questions Good Enough for Research Papers
Sébastien Bubeck revealed on the OpenAI Podcast that internal AI agents now ask research questions so insightful they're inspiring papers and correcting published mistakes, with a 1-2 year timeline for full researcher-level capabilities.
Wisconsin PSC Tightens Data Center Tariff, Lowers Threshold to 100 MW
Wisconsin PSC approved stricter data center tariff with 15-year contracts and full cost recovery, lowering threshold to 100 MW.