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Vercel Labs agent-desktop: A First Look at Open-Source Computer Use for SMB Operations

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Vercel Labs open-sourced agent-desktop, a Rust CLI that lets AI agents control Mac, Windows and Linux apps via accessibility trees. First look for SMBs.

NVIDIA Auto Ontology: A First Look at the Open Semantic Layer That Grounds AI Agent SQL

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NVIDIA open-sourced Auto Ontology, a semantic layer that grounds AI agent SQL in certified definitions. What it means for small business admin work.

Strawberry 1.0 Claims 100+ Hours Saved Weekly: The 3 Hidden Costs SMBs Should Count First

Hand-drawn visual note: Realistic AI Browser ROI Process - Measure current usage, Check claim assumptions, Add hidden costs, Calculate net ROI

Strawberry 1.0 claims 100+ hours saved weekly. We ran the AI browser ROI math and found 3 hidden costs SMBs should count before switching browsers.

ManyAgents vs. AgentGrid.io: 2 New Agent Tools, 1 Critical Flaw for Non-Technical Teams

Hand-drawn visual note: Choosing Agent Tools for SMBs - Mac‑window AI team, Shared workspace, Lack dev skills, Tool suitability

ManyAgents vs AgentGrid.io: two new AI agent workspace tools compared, the flaw hurting non-technical SMBs, and a $0 n8n chain that works today.

1Password for Agents: AI That Logs In Without Ever Seeing Your Passwords (SMB First Look)

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1Password for Agents lets AI agents sign in without ever seeing your passwords. First look: real SMB risks, what to ask sales, and a 3-step audit.

70 Prozent günstiger, aber lohnt sich das? Was MiniMax M3.1 Flash für deutsche Agent-Workflows wirklich kostet

Server racks in a data center with green status lights — the inference infrastructure behind AI agent costs

MiniMax M3.1 Flash Kosten im Check: 70 % günstiger für Agent-Workflows, aber ohne deutsche Preise. Wir rechnen, wo der Wechsel wirklich lohnt.

Tsinghua’s AKV Cuts AI Agent Costs by 27.7% with KV Cache Engineering

Server racks with glowing status lights in a data center where AI agents and their KV caches run

Tsinghua’s AKV cuts AI agent costs by 27.7% with KV cache engineering — what drop & repositioning means for SMB automation budgets.

The OpenAI Anthropic Discount War: What 90% Off Means for Your API Bill

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The OpenAI Anthropic discount war explained: who gets 90% off, why switching is never free, and whether small businesses should care.

Meta’s New Scraping Terms and the Agent Blocking Wave: Why Your Lead-Gen Pipeline Will Break by Q3

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AI agent web scraping is dying as Meta expands crawls and publishers block bots. Here’s the fallback pipeline we build for SMB lead-gen before Q3.

n8n vs. Workato: Which Automation Tool Actually Scales for Mid-Market?

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An honest n8n vs. Workato comparison covering pricing, RBAC, security and maintenance, for teams evaluating Workato alternatives for business automation.

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