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# ai-agents

35 articles← All articles
A developer reviewing AI model benchmark charts on a laptop at a warm-lit deskIndustry Pulse

Gemini 4 Argon: Google's Best Model Nobody Can Access

Google's Gemini 4 Argon tops new AI benchmarks over GPT-6 Astra and Claude Opus 5.5, but it's locked behind a cybersecurity-only partner program with no GA date. Here's what its pricing signals for automation costs once it actually opens up.

Prakhar Vohra·4 min
Abstract dark server-rack style image representing DigitalOcean's new Managed Agents cloud infrastructure for AI agentsIndustry Pulse

DigitalOcean Managed Agents: What It Changes for You

DigitalOcean's Managed Agents just left the gate in public preview, bundling sandboxing, inference, and tool access into one runtime billed by active use — here's what it actually changes for builders.

Prakhar Vohra·4 min
A freelancer smiles while working at a laptop on a home desk, steam rising from a nearby cup of coffeeIndustry Pulse

OpenAI's Dots: What the Always-On Agent Changes for You

OpenAI's dots launched as an always-on ChatGPT agent on 29 September 2026. Here's what it actually does, what's missing, and whether it changes anything for businesses already running automation on n8n or similar tools.

Prakhar Vohra·4 min
A marketing lead reviewing an AI-drafted document with a colleague at a desk before it goes outIndustry Pulse

The AI Validation Bottleneck: What Pantheon's Survey Shows

A new Pantheon survey of 1,000 marketing, engineering, and IT leaders finds manual validation, not AI itself, is now the top barrier to scaling AI at work.

Prakhar Vohra·4 min
A warm-toned desk setup with a laptop open to a messaging dashboard, symbolizing a business support inboxIndustry Pulse

Decagon's Personal Agent Gateway: What Changes for You

Decagon's new Personal Agent Gateway tries to tell a customer's AI agent from the customer, then gate what it's allowed to do. Here's what it changes, and what it doesn't, for WhatsApp bots and chat flows running at normal SMB volume.

Prakhar Vohra·4 min
A rotary-style telephone handset resting in warm, dim light, evoking the gap between old phone systems and instant AI response.Industry Pulse

Mercury Voice: What a 320ms AI Phone Agent Changes

Inception Labs' Mercury Voice answers phone calls in a 320ms median, fast enough to feel human and cheap enough to pilot. Here's what it means for your call flow and what we're testing first.

Prakhar Vohra·4 min
A warm-toned desk workspace with a laptop showing connected app icons, representing an AI tool marketplaceIndustry Pulse

Claude Marketplace: What 2,000+ Connectors Change for You

Anthropic's Claude Marketplace bundles 2,000+ connectors, Claude-powered agents, and consulting partners into one directory. Here's what it actually changes if your business already runs on Claude.

Prakhar Vohra·3 min
A warm, editorial close-up of a smartphone screen mid-conversation, styled to evoke a chat-based ad interactionIndustry Pulse

ChatGPT Sponsored Agents: What It Means for Your Ads

OpenAI is testing Sponsored Agents, a ChatGPT ad format with a labeled AI chat after a click, alongside a new Shopify app and HubSpot integration. Here's what to actually do about it this week.

Prakhar Vohra·3 min
Overhead view of hands working at a keyboard on a warm wooden desk, cluttered with papers, in natural office lightIndustry Pulse

Agentic AI Isn't Killing SaaS: Microsoft's New Case

A Microsoft VP argues agentic AI won't replace your SaaS stack, it'll operate it directly. Here's what that shift means if you're not an enterprise buyer.

Prakhar Vohra·4 min