The Self-Improving AI Agent Is a Production Pattern Now
Adaline Labs' guide to agentic harness engineering — the five layers every production self-improving AI agent needs to avoid quality decay.
How-Tos
525 piecesMCP Enterprise-Managed Authorization Goes Stable — Zero-Touch Okta SSO for AI Tool Access
MCP Enterprise-Managed Authorization hits stable: Okta SSO now provisions AI tool access org-wide, eliminating per-user OAuth friction for Claude and VS Code.
Building and Deploying AI Agents on Vercel's Agentic Infrastructure Stack
Learn to build production-grade AI agents using Vercel's Agent Stack: AI SDK, AI Gateway, eve framework, and Vercel Connect — announced at Vercel Ship 2026.
How to Secure Your MCP Server Against Web-Browsing Agent RCE (AutoJack and Beyond)
Learn how to harden your local MCP server against AutoJack-style attacks where malicious webpages hijack AI browsing agents to execute arbitrary host processes.
How to Set Up Shared Live Dashboards for Your Team with Claude Code Artifacts (Beta)
Step-by-step guide to enabling Claude Code Artifacts for your Team or Enterprise plan and creating live, shareable dashboards from your AI coding sessions.
Vercel 'eve' — Open-Source Next.js for AI Agents: Directory-Based Structure, Durable Execution, Multi-Channel
Vercel's 'eve' is a Next.js-style open-source agent framework treating each agent as a filesystem directory with built-in durable execution.
ctx Open-Sourced Under GPL-3.0 — Hackable Desktop Workbench for Coding Agents
ctx goes GPL-3.0 open source — a hackable desktop workbench for coding agents with worktrees, merge queues, and transcript review built in Rust and Tauri.
GitHub Copilot Cuts Agent Token Costs 62% — Engineering Deep-Dive on Agentic Workflow Optimization
GitHub's team slashed agent token costs up to 62% by pruning MCP tools and replacing LLM calls with direct CLI. A replicable engineering playbook for any agentic stack.
Databricks Expands Agent Bricks at DAIS 2026 — Full Developer Platform for Production Agents
Databricks turns Agent Bricks into a full production platform at DAIS 2026 — covering model choice, data context, and governance for 100k+ enterprise agents.
OpenClaw 2026.6.8 Released — Richer Channels, Safer Model Routing, Reliable Agent Runs
OpenClaw 2026.6.8 arrives with richer Telegram/WhatsApp delivery, GLM-5.2 and Claude Haiku 4.5 support, stabler agent runs, and smarter search defaults.