ToolClaude Code8 recent entries3 Sept 2026We built an open-source, model-neutral agent harness and compared it with claude managed agents - for the same model, got same accuracy, upto 75% lower costWe have been working on an open-source, model-neutral agent harness for general purpose agents called TrueForge, and wanted to understand how much the harness itself actually matters. So we ran 14 tas→16 Sept 2026Write up on building and improving reliability of agentic harnesses + a big dataset from my work.I've been working on something for this community (and other self-hosted communities) for almost 5 months now. Personally, I would grade it as probably the closest open source equivalent of Manus and
ToolCursor2 recent entries9 Apr 2026Enable this feature in the Cursor dashboard: http://cursor.com/dashboard/cloud-agents#my-pull-requestsCursor's Cloud Agents feature enables fully autonomous AI agents that run in isolated virtual machines, where they run in isolated virtual machines each with a terminal, browser, and full desktop ...→22 Jul 2026How to configure a custom OpenAI-compatible API in Cursor?Hi everyone, I have access to a self-hosted (or third-party) LLM that exposes an OpenAI-compatible API. I have both the API URL and an API token, and the provider states that it's fully compatible wit
ToolLangChain5 recent entries9 Apr 2026if you prefer blog format: https://blog.langchain.com/deep-agents-deploy-an-open-alternative-to-claude-managed-agents/LangChain launched **Deep Agents Deploy** in beta as an open-source, model-agnostic alternative to Anthropic's Claude Managed Agents, allowing developers to deploy production-ready agents via a sin...→12 Apr 2026Amazing article. If you own the harness you own your memories. Else you get locked into an API model which keeps memory behind APIs and you …Harrison Chase, co-founder of LangChain, shared or engaged with commentary emphasizing the importance of owning your own memory harness in AI applications rather than relying on third-party API-based →13 Apr 2026Synthesis: Harrison-Chase--XAuto-generated synthesis of 194 entries about harrison-chase--x→28 Apr 2026Open Models & a potential looming Haiku-apocalypse? 🚀 chart comparison UI courtesy of @OpenRouter there's a large class of problems where y…Open Models & a potential looming Haiku-apocalypse? 🚀 chart comparison UI courtesy of @OpenRouter there's a large class of problems where you don't need frontier intelligence. you want cheap, fast, an→25 Aug 2026Big step forward for Engine! Some things I'm excited about in this release that we've shipped for our most avid users: - Engine now points m…Big step forward for Engine! Some things I'm excited about in this release that we've shipped for our most avid users: - Engine now points more obviously to the issue in a trace. Engine identifies and
ToolOllama8 recent entries24 Sept 2026Running a local model as a SQL assistant against real databases: notes on what breaksContext: we build an open-source (MIT) self-hosted database client and added a natural-language-to-SQL assistant that can point at a local runtime like Ollama instead of a hosted API. I want to share →24 Sept 2026I built a presentation generator that works with Ollama — would love some feedbackHey r/Ollama, I've been working on Presentation Forge, an open-source presentation/report generator that supports Ollama for local inference. I originally made it because I'm a university student and →25 Sept 2026I’m turning my Mac Mini M4 into an always-on home server — what should I run on it?I recently started using my Mac Mini M4 as an always-on home server. It stays powered on most of the time, and right now I’m running my Discord bot on it. I’m thinking of gradually turning it into my →28 Sept 2026Why your startup needs open models alongside frontier APIsEvery week, I talk with founders who are building at an unbelievable pace. Teams are moving from inception to product-market fit faster than ever, with foundation models wired deeply into their core p→6 Oct 2026Tencent releases Octop, a self-hosted AI assistantOctop is an open-source, self-hosted AI assistant. Through its multi-agent architecture, it builds an intelligent environment that is both independent and collaborative for teams, families, and indivi→7 Oct 2026Running an open-source agent platform with no third party in the chain: what each piece needs (Ollama/vLLM, local embeddings, local OCR)Disclosure first: I work at Vstorm and I build AgenticOS, an open-source (Apache-2.0), self-hosted platform for building AI agents in a browser. This post was drafted with an LLM's help and edited by →8 Oct 2026Today we are launching an agent arena for RL environments: The Open Env Arena. Your agents can work to define the best RL environments; the …Today we are launching an agent arena for RL environments: The Open Env Arena. Your agents can work to define the best RL environments; the platform trains Qwen-3.8-27B on them, we evaluate the models→10 Oct 2026We built Many Agents give AI agents their own cloud computers and let them work for you 🚀Hey everyone! 👋 After months of building, we’re finally opening the first spots for **Many Agents**, a new product from Dome. The idea is simple: **What if you could create your own team of AI agents
ToolVercel AI8 recent entries16 Apr 2026Turns out chatgpt plus can run a whole openclaw agent team in the background and mine has been running 3 of them for monthsA Reddit user on r/ChatGPT discovered that a ChatGPT Plus subscription can be used to authenticate and power multiple OpenClaw agent instances simultaneously — in their case, three agents running cont→30 Apr 2026Cloud CISO Perspectives: At Next ‘26, why we’re multicloud and multi-AIWelcome to the second Cloud CISO Perspectives for April 2026. Today, Francis deSouza, COO Google Cloud and President, Security Products, explains why Google is multicloud and multi-AI, straight from N→11 May 2026GTIG AI Threat Tracker: Adversaries Leverage AI for Vulnerability Exploitation, Augmented Operations, and Initial AccessExecutive Summary Since our February 2026 report on AI-related threat activity, Google Threat Intelligence Group (GTIG) has continued to track a maturing transition from nascent AI-enabled operations →1 Jul 2026Get started with the Claude apps gateway for Google CloudAnthropic's agentic coding tool Claude Code has worked with Google Cloud for a while now. An individual developer could easily point CLAUDE_CODE_USE_VERTEX=1 at a Google Cloud (GCP) project, grant the→27 Jul 2026Give any Ollama-compatible client session memory + a shared knowledge wiki by swapping the chat URLHey folks — I built ContextMemory, an open-source agentic context gateway for apps that already talk to LLMs. The idea is simple: keep your existing POST /api/chat client (Ollama wire format), point i→31 Jul 2026What’s new in AI infrastructure and orchestration this monthAt Google, AI is a soup-to-nuts endeavor. Obviously, we make leading AI models like Gemini and Nano Banana. We incorporate AI into the tools you use every day (think Gmail, BigQuery, AlloyDB, Google C→24 Sept 2026Proactive Defense: Hardening Code Pipelines and CI/CD InfrastructureIntroduction The landscape of software supply chain security has undergone a significant shift. Recent campaigns demonstrate that sophisticated threat actors are systematically targeting the engineeri→25 Sept 2026The agent-first cloud: why we built Managed AgentsCompute (EC2) opened the front door to the first generation cloud. Agents need something different: compute, inference, and data working as one. We built the cloud that delivers all three as one simpl
ToolHugging Face8 recent entries5 Aug 2026Scenema Audio Comes to ComfyUI, Runs on 8GB VRAMHey everyone! Scenema Audio is now a native ComfyUI custom node. Same model that powers scenema.ai now quantized so it fits on 8GB VRAM. When we first released it a few months ago as an API and Docker→9 Aug 2026Open-weight video gen that actually delivers. Five days with MiniMax H3 on local hardware.H3 weights went live on HuggingFace August 3rd and I started pulling them immediately. An omni-modal video model with native stereo audio in the same forward pass, where audio can actually drive the v→21 Aug 2026FireRedAudio & FireRedTTS3 by FireRedTeam - HuggingfaceFireRedAudio: A General-Purpose Audio Language Model with Decoupled Continuous Representations for Understanding and Generation HuggingFace : https://huggingface.co/FireRedTeam/FireRedAudio GitHub : h→23 Sept 2026Which small model works best with Ollama on a Raspberry Pi 5?I've been comparing and working on Gemma 4, Phi-4-Mini, and Qwen3-4B for local LLM use on an 8 GB Raspberry Pi 5. The results were indeed close, but each model has a different strength: Gemma 4 E2B: a→28 Sept 2026Why your startup needs open models alongside frontier APIsEvery week, I talk with founders who are building at an unbelievable pace. Teams are moving from inception to product-market fit faster than ever, with foundation models wired deeply into their core p→29 Sept 2026Gentle reminder that Hugging Face was declined help from Anthropic & OpenAI models when they were being hacked by OpenAI models Self-hosted …Gentle reminder that Hugging Face was declined help from Anthropic & OpenAI models when they were being hacked by OpenAI models Self-hosted GLM 5.2 helped them protect themselves when the closed labs →7 Oct 2026Uploaded 5.6 billion TikTok videos metadata on Hugging Face, spanning from 2014 to October 2026 [P]Dataset: https://huggingface.co/datasets/datasocial/tiktok-5.6B-videos If you want to explore the data without downloading billions of rows, you can query my ClickHouse database directly. It includes:→8 Oct 2026Today we are launching an agent arena for RL environments: The Open Env Arena. Your agents can work to define the best RL environments; the …Today we are launching an agent arena for RL environments: The Open Env Arena. Your agents can work to define the best RL environments; the platform trains Qwen-3.8-27B on them, we evaluate the models