You built the agent. You deployed the agent. Now: who’s watching it? That’s the question Durham-based InsightFinder has been answering — and on April 16, 2026, the company announced a $15M Series B led by Yu Galaxy, bringing total funding to $35M. Revenue is up 3x year-over-year. Customers include UBS, NBCUniversal, and Lenovo. And the round apparently started with an unsolicited seven-figure deal from a Fortune 50 company that needed what InsightFinder was building before InsightFinder had finished building it. ...

Microsoft’s enterprise AI agent platform just got a clearer pricing model — and the answer to “how much does this cost?” is finally something you can budget against. Microsoft Agent 365 goes generally available on May 1, 2026, with a licensing structure designed to solve one of the core frustrations of the preview period: per-agent pricing that scaled exponentially with deployment size. The new model is simpler: one license per user, all agents included. ...

On April 16, 2026, Perplexity shipped something that lands squarely in the middle of the personal agentic AI conversation: Personal Computer. It’s not a chatbot. It’s not a search upgrade. It’s a Mac-based AI agent that runs in the background, handles your tasks autonomously, and can operate your entire digital life — while you’re asleep. Double-Command to activate. Walk away. What Personal Computer Actually Is Personal Computer is a Mac application that turns your machine into an always-on digital proxy. Once running, it can access your Apple Mail, Calendar, iMessage, local files, and the broader internet — using a team of 20+ AI models and sub-agent architectures to accomplish goals you set in natural language. ...

At TrailblazerDX 2026, Salesforce Co-Founder Parker Harris asked a pointed question: “Why should you ever log into Salesforce again?” Not rhetorical. Directional. On April 15, 2026, Salesforce answered it with Headless 360 — a complete re-architecture of how AI agents access the world’s most widely-deployed enterprise CRM. Every Salesforce capability, every Agentforce workflow, every Slack integration: now exposed as an MCP tool, a REST API endpoint, or a CLI command. No browser. No clicking. No human in the loop required. ...

Anthropic’s latest flagship coding model is here — and it’s a meaningful step up. Claude Opus 4.7 is now generally available across all Claude products, the API, Amazon Bedrock, Google Cloud Vertex AI, and Microsoft Foundry. The headline benchmark number — a 3x improvement in production task resolution — deserves precise context. That gain refers specifically to Rakuten’s SWE-Bench, a real-world production coding evaluation, not the general SWE-bench leaderboard. On SWE-bench Pro (a harder variant), Opus 4.7 scores 64.3%, compared to GPT-5.4’s 57.7%–59.1% range on independent leaderboards. It also posts +13% over Opus 4.6 on a 93-task internal coding eval. ...

Your terminal just became an orchestrator. Google shipped subagents in Gemini CLI v0.38.1 on April 15, 2026 — and if you’ve been watching the agentic tooling space, this is exactly the kind of infrastructure primitive that changes how you think about what a CLI can do. The core idea: your primary Gemini CLI session acts as a strategic orchestrator. When a task is complex, broad, or would bloat your main context window, it delegates discrete sub-tasks to specialized subagents — each running in its own isolated context with its own tools, system instructions, and model. ...

The agentic IDE race just got more interesting. Windsurf 2.0 shipped on April 15, 2026, and it’s making a clear architectural bet: the future of software development isn’t a single AI coding assistant, it’s a team of parallel agents you orchestrate. Two headline features define this release — the Agent Command Center and native Devin integration — and together they push Windsurf firmly into “multi-agent coordination tool” territory. The Agent Command Center The centerpiece of Windsurf 2.0 is a Kanban-style dashboard for managing multiple AI coding agents simultaneously. If you’ve ever tried to run several agentic tasks in parallel across different terminal windows or IDE tabs, you’ll immediately understand why this matters. ...

If you’ve been waiting for the moment to hand off your hardest engineering problems to an AI and actually trust the output — that moment is today. Anthropic just shipped Claude Opus 4.7, and the gains in agentic software engineering are significant enough that even skeptics are paying attention. What Changed in Opus 4.7 The headline number: Opus 4.7 scores 87.6% on SWE-bench Verified, placing it second overall on the benchmark that measures AI agents resolving real GitHub issues. That’s a meaningful jump from Opus 4.6, which was already competitive. ...

Ox Security disclosed a critical architectural flaw in MCP’s STDIO transport today: unsanitized user-supplied commands are executed as subprocesses before any validation, enabling remote code execution by design. Anthropic declined to patch the architecture. If you’re running MCP-based tooling — LangFlow, LiteLLM, Windsurf, Cursor, Claude Code, OpenClaw — this guide gives you concrete steps to reduce your exposure right now. Scope: These mitigations address the MCP STDIO RCE flaw (CVE-2026-30615, CVE-2026-30623, CVE-2026-30624 and related). They reduce risk; they do not eliminate it at the architectural level. Monitor for upstream patches. ...

This is the kind of security disclosure that deserves your full attention — not because it’s theoretical, but because it’s architectural, unpatched, and affecting software you almost certainly use right now. Ox Security published what they’re calling “the Mother of All AI Supply Chains” on April 16: a systemic flaw in Anthropic’s Model Context Protocol (MCP) that enables remote code execution by design, affecting an estimated 200,000 servers and tools with over 150 million downloads. ...