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Amp has just rolled out Neo, a rebuilt CLI with web-based remote control for live threads. It also adds automatic context compaction, a new Plugin API, smarter message queuing, and big performance gains—while dropping several legacy features.

Superpowers 5.1.0 is out with a tighter, more compatible workflow, including revamped git worktree support for Claude Code and Codex. It also removes legacy slash commands, streamlines the code reviewer subagent, and improves OpenCode with new Factory Droid support.

A recent article by Addy Osmani explores “long-running agents” that can keep working across sessions without losing state. It outlines the key architectural patterns and why today’s agents still stall when context, memory, and verification break down.

A recent post by Theodore Ts’o explores an “adversarial review” prompt that pushes agentic systems to scrutinize their own work more skeptically. By using separate subagents and a competitive framing, it can surface more issues than typical self-checks.

Anthropic used its Code with Claude keynote to highlight faster AI adoption and bigger capacity. Claude Code rate limits are doubling on paid plans, with higher API limits for Opus. New managed agent features add orchestration, outcomes, and “dreaming.”