The LGTM (Page 40)

The LGTM

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Gemini for Science Shows Agent Systems Need Evaluation Loops, Not Lab Coats

Gemini for Science Shows Agent Systems Need Evaluation Loops, Not Lab Coats

Google’s new Gemini for Science announcement is easy to misread as another “AI will accelerate discovery” victory lap. The more useful read is narrower and more interesting: Google is turning scientific work into agent workflows with explicit search, critique, ranking, tool access, and human validation. That is a much

Claude Code 2.1.146 Is a Patch Release About the Stuff That Breaks Real Agent Operations

Claude Code 2.1.146 Is a Patch Release About the Stuff That Breaks Real Agent Operations

Claude Code 2.1.146 is not the release you screenshot for the launch deck. Good. The more interesting signal is that Anthropic is now spending release-note budget on the failure modes that show up only after coding agents leave the demo repo: background sessions waking up with the wrong

VS Code 1.121 Makes Remote Agents and Claude Auto Mode First-Class Editor Infrastructure

VS Code 1.121 Makes Remote Agents and Claude Auto Mode First-Class Editor Infrastructure

VS Code 1.121 is one of those releases where the important product shift is hiding behind a familiar editor update page. Yes, there are built-in Mermaid previews, local HTML previews, terminal cleanup, and the usual pile of quality-of-life changes. But the real story is that Microsoft is turning coding

Alibaba Is Building the Agent Factory Under Qwen3.7-Max

Alibaba Is Building the Agent Factory Under Qwen3.7-Max

Alibaba’s Qwen3.7-Max announcement is not really a model launch. It is a platform pitch with a model attached — and that distinction matters. The company used its Alibaba Cloud Summit in Hangzhou to unveil Qwen3.7-Max, a new Zhenwu M890 AI processor, the Panjiu AL128 rack-scale server, Model Studio/

OpenClaw’s Latest Self-Healing PR Is About the Failure Mode Operators Actually Feel: Wedged Channels

Operators do not experience runtime bugs as neat categories. They do not say, “my queue-depth decrement failed to retrigger dequeue” or “my secrets-runtime store loader skipped legacy OAuth sidecars.” They say the Telegram bot went quiet, Codex auth stopped working in channels, and the gateway needed a restart. PR #84752

Auto-Compaction Is Crashing Active OpenClaw Replies Because the Lock Contract Changed Under It

Auto-Compaction Is Crashing Active OpenClaw Replies Because the Lock Contract Changed Under It

Compaction is supposed to be the boring maintenance job that keeps long-lived agents useful. It trims, rewrites, summarizes, and preserves enough context that the assistant can keep going without dragging the entire transcript through every turn. In OpenClaw issue #84746, that maintenance job became the thing killing active replies. The

OpenClaw’s MCP Tool Bug Was Not Just Missing Tools. It Was Missing Diagnostics.

OpenClaw’s MCP Tool Bug Was Not Just Missing Tools. It Was Missing Diagnostics.

The easiest way to misdiagnose an MCP problem is to stop at “the server is healthy.” In agent systems, healthy is not the same as visible. A Model Context Protocol server can spawn correctly, answer tools/list, and expose dozens of useful actions, while the model still receives none of

OpenClaw 2026.5.20-beta.1 Is a Runtime-Governance Release Wearing a Voice-Feature Hat

OpenClaw 2026.5.20-beta.1 Is a Runtime-Governance Release Wearing a Voice-Feature Hat

OpenClaw’s v2026.5.20-beta.1 changelog has the shape of a feature release. Discord voice sessions can follow users. xAI gets device-code OAuth. OpenRouter routing policy is more explicit. Ollama models with incomplete metadata stop losing tools by default. Useful, yes. But the release is more interesting as a