Our AI agent reverse-engineered the hidden APIs behind 4,300 web apps.
Browser agents are slow because they use the UI as their runtime. The better path is learning the contracts underneath the UI and using them directly.
2,188 stories
Browser agents are slow because they use the UI as their runtime. The better path is learning the contracts underneath the UI and using them directly.
Model Context Protocol (MCP) promises to simplify how AI Agents interact with tools. But what actually changes when you use it in a real system? In this video, I take an existing multi-agent security application built with Red, Blue, and Judge agents, and refactor it using FastMCP in Python.
MCP servers introduce a new attack surface: tool poisoning, rug pulls, confused deputy, and the lethal trifecta. What is real, and how to mitigate it.
Explore the best ADR tools to manage Architecture Decision Records. Compare ADR-Tools CLI, Log4brains, and Moxie Docs, and get a free Markdown ADR template.
Learn how to build an enhanced MCP feedback loop for coding agents. Practical guide to integrating automated testing, linting, and self-correction via MCP servers.
How Render uses Octolens to filter social noise, respond to 4x more developers, and turn live conversations into growth signals for people and AI agents.
Last week, my team visited Seoul to meet AWS Korea User Group (AWSKRUG) leaders. AWSKRUG is the largest cloud developer community in Korea, with 20 meetup groups organized by topic and area that collectively host over 100 events each year, primarily in Seoul.
Compare Construct with Microsoft Copilot and Google Workspace AI. See how one vendor-neutral AI employee works across apps from a persistent workspace.
Building your own agent means wiring sandbox, apps, channels, memory, schedules, and user-facing activity summaries yourself. Construct provides those pieces as a hosted product.
Compare Construct with chat assistants such as ChatGPT, Claude, and Gemini across workspace, tools, memory, schedules, and workflows.
The rapid adoption of AI-powered development tools like Kiro is transforming how we build software, enabling unprecedented speed and innovation. However, this advancement also introduces new information security challenges.
The same model diagnosed 50 live Kubernetes faults 3x faster on average through Radar's MCP server than through raw kubectl, with slightly higher accuracy. What we measured, why it happens, and where Radar still loses.
Why the next generation of headless software needs a developer platform for building agent-native products without rebuilding infrastructure.
Pi runs on Android via Termux with first-party vendor docs. We installed v0.80.10 on 2026-07-20: 131 packages, 169 MB, and the one thing those docs skip.
Anthropic's computer use requires a Pro or Max plan and is unavailable on Team and Enterprise at any price. Here is the free route on macOS using an MCP server, including the daily limits and the failure modes you will hit.
If you’ve been following along our executive perspective series, you’ve heard a little from our CEO Mark Bishof about where we are investing and how that innovation is accelerating, as well as what we envision for the agentic future of experience from Sid Banerjee, our chief strategy officer.
A WordPress MCP server lets an AI assistant read and edit your live site. What actually separates the options in 2026: builder coverage, safety and recovery, connection paths, and hosting model.
Everyone’s “doing AI” these days. Many products or platforms try to solve genuine problems, while others just add the magic button with stars graphics and hope people won’t ask what it actually does.
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