Perplexity's tokenmaxxing Model Council gives you multiple bot perspectives
Up to 8 AI models running in the cloud weighing in on ambiguous business issues? Sounds affordable
The Register AI7 min read
AI agents
5,369 stories
MCP vs Computer Use: What Is the Difference?
MCP is a protocol for how models discover and call tools. Computer use is a capability where a model reads a screenshot and issues clicks. They solve different problems, and the token cost between them differs by an order of magnitude.
OpenOwl Blog1 min readAWS Weekly Roundup: Local Zone in Athens, Claude Opus 5 on AWS, Lambda durable execution for .NET, and more (July 27, 2026)
Last week I had the privilege of spending three days in São Paulo with technical builders from across Latin America, brought together for a regional tech event full of deep-dive sessions, hands-on workshops, and conversations with customers and partners.
AWS AI Category6 min readHow Construct Builds Internal Tools in Your Workspace
Turn a repeated process into a private workspace app that Construct can build, validate, debug, and update while preserving the last successful build.
Construct Computer Blog8 min readMicrosoft Azure AI: What It Is and How to Use It [2026]
Azure AI is now Microsoft Foundry: an 11,000+ model catalog and a managed Agent Service. What it is, what it costs, and where a design layer fits.
Voiceflow Blog7 min read9 Top AI Customer Service Companies to Know in 2026
Nine AI customer service companies compared on what they build, who they serve, and the support model each one is actually designed for.
Pluno Blog23 min readThe 13-year story of Netlify Drop
Netlify Drop has offered anonymous drag-and-drop deploys since 2013 and pioneered the deploy-anonymously, claim-later flow AI agents use today
Netlify Blog8 min readCompliance-first AI: proving agent provenance for regulated engineering teams
Regulated engineering teams must prove which files an AI agent read before it shipped a change. How scoped retrieval turns agent context into an audit trail.
Sourcegraph Cody Blog7 min readProcess Was Always the Bottleneck
Every week an engineer I respect tells me they're worried a coding agent is coming for their job. Engineers spend about 30% of their time writing code, and the more senior you get, the less you write. The agents took the typing.
Oats Blog7 min readRisk, Return, and Remediation: An Investment Strategy for Application Security
Learn why a hybrid application security strategy combining deterministic tools and AI delivers better protection, lower costs, and faster remediation for AI-generated code.
Checkmarx Blog6 min readEven a jailbroken LLM can't exceed its database permissions
AI agents an be talked into modifying your data with a single polite request. SurrealDB's role-based access control lives in the data layer the LLM can't reach.
SurrealDB Blog7 min readMCP Server for Desktop Automation: 2026 Guide
A practical comparison of MCP servers for desktop automation, covering how screenshot and accessibility-tree approaches differ, where Windows-MCP, mcp-desktop-automation, and OpenOwl each fit, and what the permission model actually requires.
OpenOwl Blog1 min readAI Agent vs Zapier Automation
Zapier runs a fixed trigger-action recipe. See how an AI agent plans its own steps instead, with a side-by-side of the same recurring workflow built both ways.
Construct Computer Blog9 min readDemo to Production. Architect a Real Agentic AI System (Step by Step)
Most AI tutorials show you a chatbot demo. This video shows you how that demo actually becomes a production system inside a bank — one component at a time, with the real engineering reasoning behind each addition. We start with 3 boxes: a chat UI, an agent, and an LLM.
Applied with AIThe First 5 Minutes of AI Agent Onboarding Matter More Than Your Demo
AI agent onboarding succeeds when users learn what to trust, what to delegate, and what the agent needs from them in the first few minutes.
Agnost AI Blog3 min readZombie CVEs: Put to Rest by Humans, Dug Back Up by AI Agents
New research: 65–75% of frontier AI agents’ working patches resurrect vulnerabilities that were already found, fixed, and buried. In 2023, a path traversal vulnerability in Starlette, one of Python’s most popular web frameworks – was found, disclosed as CVE-2023-29159, and fixed. Case closed.
Checkmarx Blog4 min readCheckmarx One for Government Achieves FedRAMP Moderate Certification
Checkmarx One for Government (CxG) has officially achieved FedRAMP Certified status at the Moderate Impact Level.
Checkmarx Blog7 min readFrom One Product Photo to 25 Listing Images: A Practical Time and Cost Breakdown
A product photo is rarely used only once. The same product may need a clean image for its Shopify page, a white-background composition for a marketplace, a lifestyle scene for social media, a vertical creative for advertising, a wide image for a website banner, a seasonal version for a campaign,…
Adject Blog20 min read
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