OpenClaw Multi-Tenancy: Why a VM Per User Does Not Scale (and What Does)
Vanilla OpenClaw runs as a single-tenant system. One user, one instance, one VM. For a small group — 5 to 30 people — this works. Beyond 30-50 users, …
AI & ML
⚑ Report a ProblemLatest AI & ML news from Tech News
All topics
AI
News
Tech
agents
ai
api
architecture
automation
aws
beginners
career
claude
database
devchallenge
devops
discuss
javascript
llm
machinelearning
mcp
opensource
performance
productivity
programming
python
security
showdev
tutorial
typescript
webdev
Red Hat’s OpenClaw maintainer just made enterprise Claw deployments a lot safer
Tank OS puts OpenClaw AI agents into a container that let's it run reliably and more safely, especially for those running fleets of them.
9 Days With OpenClaw — She Started Organizing Her Own Memory. I Wasn’t Ready.
I left for a few days. When I came back, she’d rewritten her own memory. I almost bought a Mac mini so I could run OpenClaw the “right” way. Then Open…
OpenClaw Internals: Architecting AI Agents with Kernel Syscalls (Tools) and Userland Logic (Skills)
Many developers use OpenClaw for a long time without truly grasping the boundary between Tools and Skills. If you want to move from a "casual tinkerer…
Future Outlook & Operating Model
The Catalyst: A System, Not a Demo OpenClaw stops being a toy the day you run it for a week : models change, skills update, logs grow, and someone new…
(The Brain) Setting Up OpenClaw
The Catalyst: Intent First I wanted an assistant that understood the job before it opened its mouth: stable model, bounded context, a workspace the ag…
chmod 700 My Life: Getting Serious With OpenClaw
This is a submission for the OpenClaw Writing Challenge Openclaw is like jumping into a pool on the edge of a cliff, watching the bottom sit and crumb…
What 221 AI Agents in One Chat Taught Us About Multi-Agent Coordination
When Stanford published the Smallville paper in 2023, twenty-five generative agents living in a simulated town felt like a watershed moment for multi-…
#GuardianClaw — The AI That Watches Your AI 🛡️
This is a submission for the OpenClaw Challenge . 🚨 The Problem Nobody Is Solving Modern agent systems like OpenClaw can: execute shell commands insta…
Наглядный пример, зачем нужны агенты
Расскажу историю длиною в полгода, на которой прекрасно прочувствовал все прелести современных инструментов и способов эксплуатации llm. Идея до жути …
Silicon Valley Builds for One Time Zone. I Built My Own Way In.
This is a submission for the OpenClaw Writing Challenge Let me tell you what 2am looks like from Accra. It looks like a Slack notification you won't s…
How I Stopped My AI Agent From Reinventing the Wheel
Yesterday I told my AI agent, Misti: "Scrape e-commerce prices daily." The old Misti would have immediately generated a Python script. Selenium. Beaut…
Bedrock prompt caching only caches a stable prefix. If you inject memory into user content, you pay full price every turn. Here's what I learned wiring up persistent memory for OpenClaw on AgentCore Runtime. #openclawchallenge 🦞
Memory Daemon for OpenClaw: How I Got Bedrock Prompt Caching Right OpenClaw Challenge Submission 🦞 Thiago V. Thiago V. Thiago V. Follow Apr 24 Memory …
Building the OpenClaw Smart Finance Tracker - An AI-Powered Expense Parser
This is a submission for the OpenClaw Challenge . The Problem We all get dozens of bank SMS alerts, emails, and app notifications about our spending e…
Marked-up Mac minis flood eBay amid shortages driven by AI
Apple’s sold-out Mac mini is spawning marked-up eBay listings as demand surges for the compact desktop, now favored for running local AI models and to…
Why I'm Not Recommending OpenClaw
This is a submission for the OpenClaw Writing Challenge I've been following OpenClaw since it blew up in late 2025. I even installed it and have been …
Anthropic Broke My OpenClaw Stack. GPT 5.4 Put It Back Together
If you quit OpenClaw after Anthropic pulled third-party harness support, I don't blame you. That week was a mess. One day Claude was the center of the…
Understanding OpenClaw’s Hook: The Key to Evaluating Agents Properly
Working with a tool like OpenClaw can sometimes feel like a black box, with many moving parts that make it hard to understand what is happening under …
Which Sandbox Should You Use for Your AI Agent?
Let's stop pretending this is a nice-to-have. If you're running an AI agent in 2026 — OpenClaw, a Claude Code clone, a custom LangChain loop, anything…
Automated Intelligence Dev Bounty Scouter with OpenClaw, Gemini & SearXNG in RPi
This is a submission for the OpenClaw Challenge . What I Built Following up on my previous exploration in Self-Healing Dev Bounty Hunter with OpenClaw…
Я хотел поэкспериментировать с AI-агентом. Получил братишку
В рабочем чате Evrone мелькает сообщение: «Мимир, посмотри, что там сутра приключилось с Антропиками, опять упали чтоли? А что было?». Через минуту Ми…
Hermes vs OpenClaw — Two Different Visions for AI Agents in 2026
If you've spent any time in the AI agent space lately, you've probably heard of both Hermes Agent and OpenClaw. One is the fast-rising Python agent fr…
Personal token factory: OpenClaw in AWS but Nvidia GB10 at home
Even though Nemotron 3 Super is still free on OpenRouter, the agreement is that you donate all your exchanges to Nvidia for training. A paid version i…
You know you are a coder couple when...
Are there many coder couples out there? It presents unique opportunities to poke around with things. Take this morning for example... I ask my signifi…
Building a Systemic Autonomy Agent: OpenClaw + Gemma 4 & TurboQuant on Raspberry Pi 4B
This is a submission for the OpenClaw Writing Challenge If you’re reading this, you probably want to run a local, autonomous AI agent but might feel o…
The OpenClaw Newbie & Beyond Guide
This is a submission for the OpenClaw Writing Challenge If you follow the tech space, your timeline has likely been dominated by “OpenClaw”—affectiona…
How I Built a Personal AI Workspace with OpenClaw and Reframed My Development Workflow
When I first came across OpenClaw, I was not looking for another AI tool. Like most developers, I already had access to several. What caught my attent…
I Gave an AI a Body. Here’s What Happened.
A personal reckoning with OpenClaw — the open-source assistant that doesn’t just answer, it acts. I’ve been chasing the “perfect AI assistant” for yea…
CorpClaw-Lite или как я сделал безопасный аналог OpenClaw
Сегодня я хочу рассказать о проекте, над которым я работал последние полтора месяца и сегодня открыл его в опенсорс, чтобы дать ему развитие, и, возмо…
Dreaming Is Useful. Structured Memory Is Better
Dreaming Is Useful. Structured Memory Is Better I ran OpenClaw Dreaming for a full week on top of my existing memory stack to answer one question: doe…