~2,000 miles from home – SSH into the mothership
– WireGuard tunnel like I’m on LAN
– Resolve everything over private DNS
– Routes via reverse proxies – Dispatch jobs to GPUs
– Sync state across agents
– Search conversations, traces, artifacts, logs My homelab is now the cloud
AGENTS
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Homelab Becomes Personal Cloud With GPU and AI Agents
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HELIOS-002 AI Agent Benchmark Run Shows Energy Compute Resilience Results
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HELIOS‑002 ran GitHub Actions success Public GitHub Pages scoreboard updated Source docket exists Reusable capability under test: EnergyComputeResilienceCompiler‑v0 Task count: 8 Transfer task count: 5 Replay passes: 8 B6 beats B5 count: 5 Mean
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AI Agents Levels From Rule-Based to Autonomous Execution
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AI agents have levels 1. Rule-based (if-then automation) 2. Tool-using assistants 3. Strategic multi-step agents 4. Context-aware autonomous agents 5. Superintelligent digital personas (theoretical AGI) We’re moving from “AI that responds” → to “AI that executes
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Google ReasoningBank Gives AI Agents Persistent Memory from Experience
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Google just made AI agents learn from experience like humans do. The new framework is called ReasoningBank. Instead of retraining models, it gives agents a memory layer. Every task run gets distilled into a short strategy card. Successes become playbooks. Failures become
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Cursor Cookbook SDK Agent Kanban Repository on GitHub
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repo: https://
github.com/cursor/cookboo
k/tree/main/sdk/agent-kanban
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Cursor Introduces Kanban Board for AI Agent Task Management
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THIS IS FREAKING AMAZING.
— Charly Wargnier (@DataChaz) 30 avril 2026
Cursor now has built a Kanban board where you can just drop in tasks and the agent will pick those up and complete them 🤯 pic.twitter.com/HOYTT76wmrTHIS IS FREAKING AMAZING. Cursor now has built a Kanban board where you can just drop in tasks and the agent will pick those up and complete them
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Browserbase Browser-Trace Skill Gives Agents Full Observability
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Okay, you need to see @Browserbase's new /browser-trace skill. 🤯
— Charly Wargnier (@DataChaz) 30 avril 2026
It literally gives your agent 100% observability into its browser.
We are talking full access: network requests, DOM content, screenshots, and CDP logs.
Everything gets dumped straight into a searchable… pic.twitter.com/s58CGhgD90Okay, you need to see @Browserbase
's new /browser-trace skill. It literally gives your agent 100% observability into its browser. We are talking full access: network requests, DOM content, screenshots, and CDP logs. Everything gets dumped straight into a searchable -
Stripe Gives AI Agents Wallets Opening Agentic Commerce Era
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DO YOU EVEN REALIZE WHAT'S HAPPENING?@Stripe just gave AI agents a wallet.
— Charly Wargnier (@DataChaz) 30 avril 2026
Soon, bots will be spending billions on behalf of humans and companies.
The "Service as a Software" (SaaS v2) market is at $0 today.
We must build platforms designed for agents to buy from, not… https://t.co/n53Kt5qrbjDO YOU EVEN REALIZE WHAT'S HAPPENING? @Stripe just gave AI agents a wallet. Soon, bots will be spending billions on behalf of humans and companies. The "Service as a Software" (SaaS v2) market is at $0 today. We must build platforms designed for agents to buy from, not
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Google’s Agent Skills Repo Hits 25K Stars on GitHub
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Google's @addyosmani just hit 25k stars on GitHub with his new Agent Skills repo! It launched a few weeks ago, but ICYMI: This ace open-source project brings 19 engineering skills + 7 commands to AI coding agents, all heavily inspired by Google’s best practices Quick
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AI Governance Must Enable Business Not Police It
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The third lesson is the one every C-level team should pay attention to right now: In the age of AI, governance teams cannot act like the police. Agents, dashboards, and data products are multiplying fast.
If governance slows the business down, the business will route around it.