Fetching from the wire…
Tools2026-09-15 · source-backed
The correctness change is request-scoped MCP callbacks for elicitation, sampling and OAuth via a new HandlerScope type, preventing cross-request callback collisions, plus safe MCP routing and multi-subscriber event delivery (GitHub). It also defers GatewayToolset temp-file creation to Start/Restart so secrets aren't written to disk until the subprocess launches. The eight lint rules encode things the team kept repeating in review: require tools.UnmarshalToolArguments over raw json.Unmarshal, reject branching on err.Error() string content, ban os.Stdout writes in pkg/ libraries, enforce the DOCKER_AGENT_ env prefix, require atomicfile.Write for marshalled state, flag bare &http.Client{} with no explicit Transport, sync the Toolset schema enum with DefaultToolsetCreators, and route state paths through pkg/paths. Turning repeated review comments into lint rules is the cheapest process improvement available to most teams.
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1. Set Up Cursor Automations (intermediate) — Event-driven agents from PagerDuty/GitHub/Slack triggers with isolated sandboxes. Cursor Blog 2. Apply Context Engineering to Cut Agent Costs 60-80% (advanced) — Hierarchical token budgets, dynamic tool filtering (max 15), automati...
MCPConfig(stateless=True) serves /mcp with no session tracking, so any replica answers any request. The cost is server-initiated notifications and SSE resumability, which is why it's off by default. MCPTools(protocol_mode=...) picks the protocol era to negotiate, defaulting to...
The 1.4.0a2 alpha ships langchain.mcp, an MCPAdapter turning any MCP server into tools you hand straight to create_agent. Connection handling is FastMCP's rather than a reimplementation, so a URL, a local stdio script, an in-process FastMCP server, a multi-server config, or a...
Two things in one release, and only one of them is in the security section. CLAUDE_CODE_SUBAGENT_MODEL used to override the model for every subagent. In 2.1.251 it sets the default instead. An agent definition's model: frontmatter now wins, and so does an explicit per-spawn mo...
Hudson Rock got hold of the archive and counted it. 433,909 files. 118,829 CI runner dumps traced to 2,488 corporate domains. AWS keys, Salesforce client secrets, Slack signing secrets, Azure environment variables, and AI provider API keys belonging to NVIDIA, Volkswagen, Micr...
The Model Context Protocol's 2026-07-28 revision is the biggest change since the protocol existed. The core is now stateless request/response instead of a bidirectional stateful session. Authorization aligns with OAuth 2.1 and OpenID Connect. MCP Apps and Tasks moved under a v...
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