Fetching from the wire…
Tools2026-07-13 · source-backed
Hook matchers are now exact-match instead of substring, so a matcher like code-reviewer silently stopped firing. Switch to regex like mcp__brave-search__.* to match a hyphenated MCP server's tools (Changelog). And the streaming idle watchdog now defaults on: no stream events for 5 minutes triggers an abort-and-retry, killing the classic "hung on a silent stream" failure in long headless runs. Disable with CLAUDE_ENABLE_STREAM_WATCHDOG=0 only if you have a legitimately long silent tool call. Both are the kind of quiet change that breaks a pipeline without an error message.
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It scans prompts and tool descriptions for patterns written for older model generations. This targets a real invisible tax: system prompts and MCP tool descriptions accumulate verbose few-shot blocks, defensive formatting instructions, and reasoning nudges that earned their ke...
This one rearranged my week. An essay published August 4 walks through Databricks' independent benchmark of coding harnesses against its own multi-million-line codebase. Pi, a harness with four built-in tools and a system prompt under 1,000 tokens, paired with Opus 4.8 at xhig...
It now dedupes local CLAUDE.md files against checked-in ones, proposes trimming content it can derive from the codebase, ranks unused skills, MCP servers, and plugins by context cost, and flags slow hooks. Background subagents run by default and, when launched from claude agen...
1. KV-Cache-Aware Context Engineering (Advanced) — 10x cost reduction by treating cache hit rate as your most important metric. Make system prompts stable, use append-only history, static tools with logit masking. Manus Blog 2. Claude Code Agent Teams (Intermediate) — Run coor...
One line in the v2.1.215 changelog, July 19: Claude Code no longer invokes the /verify and /code-review skills on its own. You call them explicitly now (changelog). If your workflow assumed a review pass fired at the end of a task, it doesn't anymore, and nothing told you. Cod...
v2.1.214 added message.uuid, client_request_id, and tool_source attributes to OTel log events, plus CLAUDE_CODE_OTEL_CONTENT_MAX_LENGTH to configure the 60 KB content-attribute truncation (changelog). tool_source is the one to wire up: it distinguishes a built-in tool call fro...
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