Show HN: Ktx – Open-source executable context layer for data agents
Ktx is an open-source executable context layer for data agents. Enables agents to access and manipulate data in real-time through a standardized interface.
Ktx is an open-source executable context layer for data agents. Enables agents to access and manipulate data in real-time through a standardized interface.
YouTube is testing an AI-powered feature that lets users create a fully personalized video feed by dictating their preferences. The system generates recommendations based on user voice or text instructions.
Distributed checkpoint storage system on Raspberry Pi 4B cluster (4× workers + Mac mini M4 coordinator). Handles 942 MB checkpoints in safetensors format with automatic replication, mDNS discovery, and Prometheus/Grafana/Loki monitoring. Addresses non-atomic writes, SD card backpressure, and silent corruption bugs.
Endava uses Codex to build an agentic organization, accelerating software delivery and reducing requirements analysis from weeks to hours.
Harness is a framework that designs domain-specific agent teams, defines specialized agents, and generates the skills they use.
AionUi is a free, local, open-source app compatible with Claude Code, Hermes Agent, Gemini CLI and 20+ other CLIs. Enables customization of AI assistants.
Mastra is a TypeScript framework for building AI-powered applications and agents, created by the team behind Gatsby. Available as open-source on GitHub.
Robin is an AI-powered OSINT tool for dark web exploration. Available on GitHub, it automates data collection and analysis on illicit marketplaces.
OmniParse: open-source tool to ingest, parse, and optimize any data format (documents, multimedia) for enhanced compatibility with GenAI frameworks.
MCP server for MetaTrader enabling LLMs to execute trades on the MetaTrader platform. Direct integration between AI agents and financial markets.
AMD restricts free Vivado FPGA design tool access on Linux, forcing users to paid licenses or open-source alternatives. The licensing change removes previously available free tier for Linux users.
Xreal launches AR glasses A01 at $299, aiming to make AR technology more accessible. The model seeks to democratize augmented reality glasses against traditionally high market prices.
Meta rolls out paid add-ons for Instagram, Facebook, and WhatsApp globally while building a separate paid AI offering. Zuckerberg finally monetizes massive AI spending.
Removerized is an AI image toolkit running fully in the browser. Free, private, and offline-first with no server dependency.
Researchers develop a 'Eureka' machine that discovers physical laws through autonomous exploration, mimicking natural processes. The system outperforms current AI exploration capabilities by generating equations and strategies without direct human supervision.
CapCut launches Design Studio 2.0, an AI-powered platform for graphic creation that replaces traditional templates. The tool offers automated artistic direction for visual design.
Survey proposing a unified full-lifecycle governance framework for cyberbullying on social media. Covers four stages: content identification, user and behavior modeling, diffusion dynamics and early warning, intervention and governance. Addresses challenges including multimodality, explainability, algorithmic fairness, and dual-use risks of generative AI.
Theoretical framework arguing human behavioral variability stems from dynamic latent states (sub-daily weighting vectors) governing decisions. Authors integrate causal inference, predictive processing, and allostasis, validated on 200k+ users (2023-2026). Implies human outcomes are controllable through state-targeted interventions at decision moments.
Gemma-4-Harmonia-31B-Uncensored-Heretic, a merge of multiple Gemma-4-31B finetunes, is now available in Safetensors and GGUF formats. The model reports KLD 0.0047 and 9/100 refusals, using deep neural consolidation to minimize regression.
Developer seeking optimal infrastructure (~$100-150k) to self-host Kimi K2.6 and DeepSeek V4 locally for 5-person team (agentic coding). Compares dual GH200 NVL2 (1.2TB unified memory, $95k) vs 8x RTX 6000 Blackwell (768GB VRAM, $140k). Single GH200 test: 23 tok/s decode at 2-bit quant, but slow prefill and models overflow into slower unified memory.
Open-source racing harness for testing and comparing AI models. Enables performance evaluation under real conditions with reproducible benchmarks.
Qwen 3.6 shows significant quality improvement from Q4 to Q6 quantization for local coding agents. Using llama.cpp and MTP, user achieves 20-50 tokens/s on dual 3090, making local coding agents competitive with paid APIs.
ESMFold2 applies Sutton's bitter lesson to proteins: large-scale language models outperform inductive bias approaches. Alex Rives (BioHub) discusses massive datasets, world models, and programmable biology.
PostHog will train AI models on user data with opt-in enabled by default. The analytics platform collects product events and proposes using this data to improve its AI models, with option to disable.
Security update for Composer and Packagist addressing supply chain vulnerabilities in PHP ecosystem. Official announcement on dependency attack prevention measures.
MoneyPrinterTurbo: open-source tool generating high-definition short videos with one click using AI LLMs. Automates video content creation.
MoneyPrinterTurbo: open-source tool generating HD short videos with one click using AI LLMs. Automates video content creation.
Llama.cpp Console, a graphical interface for llama.cpp, is now released for Windows users. The tool provides an alternative to command-line interfaces for running LLM models locally.
Fujitsu partners with OpenAI to accelerate its AI strategy for Japanese enterprises. The group integrates OpenAI technologies into its offering to transform business use cases.
Oh-my-claudecode: teams-first multi-agent orchestration for Claude Code. Framework enabling coordination of Claude agents in collaborative workflows.
Meilisearch is a lightning-fast search engine API providing AI-powered hybrid search for websites and applications.
Oh-my-claudecode: teams-first multi-agent orchestration for Claude Code. Framework enabling coordination of Claude agents in collaborative workflows.
GLM-OCR is an open-source OCR model based on GLM, designed for accurate and fast text recognition. Combines optical character recognition with natural language processing for comprehensive text extraction.
Micron surpasses $1 trillion market cap. Stock jumped 19% Tuesday after UBS tripled its price target, driven by surging demand for memory chips for AI applications.
Qwen 3.5 4B fine-tuned on Hermes and PI agent traces, 32k context window. Model served on HF Serverless with free demo capable of coding simple apps. Censored and uncensored versions available.
Hyvemind is an open-source desktop app combining three AI-assisted development modes: Tasks (conversational planning), Hivemind (parallel multi-model review with orchestrator), and Swarms (autonomous multi-agent execution with specialized roles). Supports Anthropic, OpenAI, OpenRouter, Ollama, DeepSeek and others. In testing phase before official release.
OpenRouter reaches $1.3 billion valuation one year after launch. The AI model aggregation platform experiences rapid growth.
Research demonstrates that noisy LLM evaluators remain useful for improving AI agents, even with high measurement noise. Results indicate signal persists despite evaluation imprecision.
ElevenLabs releases Music v2, an AI model that generates complete songs from text instructions. The tool promises automated music composition with limited creative control for users.
Experience report using Claude Code as a daily development tool. Explores native capabilities (Claude.md, Skills, Subagents, Plugins) and MCP integration for extended functionality.