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A writer reflecting on using AI with Obsidian argues that while the app's open Markdown format makes it easy to hook up AI agents, flooding a personal vault with AI-generated summaries is a mistake. He recommends using the Obsidian CLI for faster agent-based search and file access, but cautions against letting generated text blend in with one's own notes.
WebMCP is a new approach, currently running in Chrome under an experimental trial, that lets websites declare specific functions—like a book_table tool—that AI agents can call directly with structured parameters. This replaces the current method where agents must scrape raw HTML, guess which buttons or fields to interact with, and often break when a page's layout changes.
Gaurav Anand, global head of Tata Communications' Customer Interaction Suite, says most enterprises have attached conversational AI and automation onto legacy customer-experience systems that were never designed for it. He argues this has left companies with disconnected digital tools rather than integrated, scalable platforms, forcing human agents to manually piece together context across siloed systems.
Arga, a startup led by CEO Philip Li, announced a $10 million seed round led by General Catalyst, with Box Group, Emergence, Gradient and SV Angel also participating. The company builds full replicas of enterprise tools like Salesforce, Workday and email clients, complete with permissions and web hooks, so AI agents can be trained and tested repeatedly without disrupting live systems.
Runable, a Bengaluru startup founded in 2025, has raised $21 million in a Series A round co-led by Susquehanna Venture Capital and Nexus Venture Partners, valuing it at $65 million post-money. The company started as an AI browser-scraping infrastructure tool but pivoted after users asked its agent to build slide decks and websites, and now aims to help small businesses find customers, run ad campaigns, and market themselves across search, social media, and chatbots.
Threat intelligence firm SOCRadar has exposed AnonyMousKIT, a phishing-as-a-service platform active since early 2024 that automates theft of Apple Activation Lock codes needed to unlock stolen iPhones. The operation spans 506 domains and 168 reseller storefronts, and uses AI-driven voice calls impersonating Apple to trick victims into handing over unlock credentials, iCloud data, and Keychain passwords.
Startup Keenable, founded by former Yandex search executive Andrey Styskin and AI scientist Matthias Petri, has emerged from stealth with $26 million in seed funding led by Accel, with participation from Conviction Partners and angel investors. The company has built a search index spanning over 100 billion documents designed specifically for AI systems rather than human users, and its API is already being used by AI labs and inference providers for training and live retrieval, including a new partnership with voice AI company Gradium.
In an interview, OpenAI product lead Thibault Sottiaux explained that ChatGPT Work is meant to extend the capabilities of its Codex coding agent to non-technical, white-collar users. He said the product was bundled into the existing $20 Plus plan to make AI agent tools accessible to as broad an audience as possible, framing the effort as repackaging technical agent infrastructure into something safer and simpler for everyday use on mobile and web.
Deloitte surveyed 501 senior business leaders driving AI strategy and found most companies remain stuck testing or expanding AI agents rather than running them at scale. Just 15% have achieved orchestrated multi-agent deployments across functions like customer service, IT and engineering, while 42% are still testing small numbers of agents and 43% are expanding pilots.
Autostep, a San Francisco startup building a desktop app that identifies repetitive, costly tasks inside companies and recommends fixes via AI agents or process changes, is expanding its team. The company is recruiting AI and fullstack engineers along with a Chief of Staff as it scales its product. Autostep is part of Y Combinator's current batch and has backing from Neo and executives tied to companies like Cognition, Vanta, and OneTrust.
Microsoft has shipped the first official release of the Agent Lightning Skill, a tool that helps coding agents systematically improve other AI agents. Users supply an editable agent and a benchmark, and the skill guides iterative changes to prompts, tools, workflows, models, and reasoning settings. It installs directly into Claude Code, Codex, or GitHub Copilot via a simple CLI command.
A commentary piece argues that AI coding assistants primarily benefit developers with years of pre-AI experience, since expertise built through manual coding provides the judgment needed to supervise and correct AI output. Newer developers, by contrast, are being pushed to rely on these tools without having built the foundational skills required to use them safely and effectively, creating what the author calls a paradox where novices need expert-level skills to keep pace.