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Superhuman Buys Fathom to Carry the Decision Beyond the Call Devin's Astra Upgrade Makes Test Evidence the New Code-Review Battleground OpenAI's Automated Research Intern Is a Bigger Deal Than Another Model Launch AI-Native Companies Are Turning Workflows Into Operating Capability Microsoft Orchard Finally Gives Agentic AI a Shared Test Bed Google Search Is Quietly Becoming a Travel Operating Layer

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Agents

Superhuman Buys Fathom to Carry the Decision Beyond the Call

Fathom gives Superhuman meeting context for its agents. The acquisition’s real test is turning spoken decisions into reviewable work.

Sep 1516 min readBy Sudeep DevkotaEnterprise AI

Agents

Devin's Astra Upgrade Makes Test Evidence the New Code-Review Battleground

Cognition says GPT-6 Astra helps Devin test and demonstrate its work. The important question is what a recording proves, and what it leaves untested.

Sep 1215 min readBy Sudeep DevkotaAgentic AI

Agents

OpenAI's Automated Research Intern Is a Bigger Deal Than Another Model Launch

OpenAI's research-acceleration milestone shows the AI race is shifting toward agents that can work for days, not just answer in seconds.

Sep 715 min readBy Sudeep DevkotaAI Agents

Agents

AI-Native Companies Are Turning Workflows Into Operating Capability

Sep 414 min readBy Sudeep DevkotaEnterprise AI

Agents

Microsoft Orchard Finally Gives Agentic AI a Shared Test Bed

Aug 305 min readBy Sudeep DevkotaAI News

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Agents

Google Search Is Quietly Becoming a Travel Operating Layer

Google is folding flight alerts, points pricing, and hotel booking into AI Mode, turning Search into a travel workflow instead of a list of links.

Aug 306 min readBy Sudeep DevkotaAI News

Agents

Vercel's Agent-Readiness Tool Exposes How Fragile the Agentic Web Still Is

Vercel's new agent-readiness scoring tool is a sign that websites are beginning to optimize not only for people, but for AI agents that need predictable structure and safer permissions.

Aug 2314 min readBy Sudeep DevkotaAI News

Agents

AI Agents Are Hitting the Internet's Account Identity Wall

The most important constraint on AI agents is no longer model quality. It is whether platforms will treat them like users, bots, or delegated identities.

Aug 2214 min readBy Sudeep DevkotaAI News

Agents

Anthropic's Claude Science Turns Research Agents Into a Lab Workbench

Claude Science beta brings literature, Jupyter, R, visuals, and audit trails into one research AI workbench.

Aug 2122 min readBy Sudeep DevkotaAI News

Agents

Microsoft's Coding-Agent Study Finds CLI Tools Spread Like Team Habits

A July 2026 arXiv study of Microsoft engineers links CLI coding-agent adoption to social use and 24 percent more merged PRs.

Aug 2123 min readBy Sudeep DevkotaAI News

Agents

Agentic AI Has Crossed the Demo Line, but Adoption Still Depends on Controls

Google Maps, Meta, McKinsey, Shopify, and enterprise agent vendors all point to the same conclusion: agentic AI is spreading, but control planes and permissions are still deciding who can use it at scale.

Aug 1015 min readBy Sudeep DevkotaAI News

Agents

Enterprise AI Pilots Are Stalling Before Scale Because the Workflow Was Never the Product

The current enterprise AI slowdown is not a model-quality story. It is a workflow-design story, and the latest reporting shows why ROI disappears when pilots stop at the demo.

Aug 1016 min readBy Sudeep DevkotaAI News

Agents

OpenAI's NextSlide Deal Shows the Office Suite Battle Has Moved Inside ChatGPT

OpenAI's purchase of NextSlide is not a side quest. It is a signal that the fight for AI productivity is shifting from chat windows into the document, deck, and meeting workflow itself.

Aug 914 min readBy Sudeep DevkotaAI News

Agents

Salesforce's IL5 Authorization Turns AI Agents Into a Defense Procurement Category

Salesforce's move into IL5-authorized AI agents shows that defense adoption is now about compliance, auditability, and secure workflow design.

Aug 822 min readBy Sudeep DevkotaAI News

Agents

OpenAI’s Realtime Voice Stack Turns Voice AI From Demo to Infrastructure

OpenAI’s low-latency voice system shows why conversational AI is moving from novelty to a product layer that can support retail, support, and assistant workflows.

Aug 414 min readBy Sudeep DevkotaAI News

Agents

Gemini Spark in Chrome Turns the Browser Into Google’s First Real Agent Runtime

Google’s Gemini Spark Chrome integration shows the browser becoming the control surface where search, browsing, and automation finally meet.

Aug 116 min readBy Sudeep DevkotaAI News

Agents

Google's Search and Agent Stack Is Rewriting the Web Contract

Google's managed agents, AI search rollout, and browser-level controls are turning the web into a product surface that is increasingly managed rather than simply indexed.

Jul 3125 min readBy Sudeep DevkotaAI News

Agents

Claude Opus 5 Shows the Frontier Model Race Is Now a Cost and Workflow Game

Claude Opus 5 is less a flashy benchmark win than a signal that frontier models are being judged on cost per task, default settings, and how well they fit real workflows.

Jul 2914 min readBy Sudeep DevkotaAI News

Agents

MCP's Big Update Matters Because Agent Integration Is Leaving the Toy Stage

MCP's latest update suggests the protocol is evolving from demo glue into a real integration layer for agents, tools, and enterprise controls.

Jul 284 min readBy Sudeep DevkotaAI News

Agents

Managed Agents Are Becoming the Operating Layer Behind the Model

Google's managed-agent push shows that background tasks, remote MCP, and credential refresh are turning orchestration into a product layer.

Jul 2515 min readBy Sudeep DevkotaAI News

Agents

Claude Science Is Anthropic’s Bid to Turn Research into a Workflow Product

Anthropic’s Claude Science launch suggests the company wants scientists to adopt AI as a workbench, not just a chat assistant.

Jul 2416 min readBy Sudeep DevkotaAI News

Agents

GPT-Live Makes Voice the Most Serious Interface in Agentic AI

OpenAI’s GPT-Live voice models turn conversation into an interface layer for agents, which changes how people will expect AI to act in the desktop era.

Jul 2416 min readBy Sudeep DevkotaAI News

Agents

OpenAI’s Small-Business Program Turns ChatGPT Into a Distribution Strategy

OpenAI’s small-business program shows that ChatGPT is now being sold less like a feature and more like a workflow bundle for businesses that need immediate ROI.

Jul 2416 min readBy Sudeep DevkotaAI News

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