CLAUDE CODE

Receive push messages from MCP servers via channels.

Admin-controlled allow and deny lists for MCP servers.

Coordinate multiple Claude Code instances with a shared task list.

Coordinator agent that assigns tasks and synthesizes findings.

Teammates claim and complete work independently from one list.

Teammates communicate directly without routing through the lead.

Run each teammate in its own tmux or iTerm2 pane.

Require lead approval before teammates execute their tasks.

Pending tasks depend on others and unblock automatically.

Reuse custom subagent types as Agent Teams members.

Run a prompt repeatedly on a fixed interval or self-paced.

GUI-based scheduling on your local machine for recurring work.

Managed scheduling on Anthropic infrastructure with API and GitHub triggers.

Codeburn is a terminal dashboard for tracking token spend across Claude Code and Cursor. Here is what it shows, why people are reaching for it, and how it ties into the over-editing problem.

Martin Fowler reframes AI-era debt into three layers - technical, cognitive, and intent. The third one is the one most teams are silently accumulating. Here is what it is and how to diagnose it.

A new study from nrehiew quantifies a problem every Claude Code, Cursor, and Codex user has felt: models making huge diffs for tiny fixes. Here is why it happens, why tests do not catch it, and what to do about it.

From single-agent baselines to multi-level hierarchies, these are the seven patterns for wiring AI agents together in production. Each with a decision rule, an implementation sketch, and the tradeoffs that actually matter.

Zed shipped a Threads Sidebar that runs multiple agents in one window, isolated per-worktree, with per-thread agent selection. This is the first major editor to treat parallel agent orchestration as a first-class editor feature, not a plugin.

From Claude Code to Gladia, the ten CLIs every AI-native developer should know. Install commands, trade-offs, and when to reach for each.

One dev, one CLI, 24 subdomains, and a lot of parallel agents. The playbook for shipping an AI app portfolio.