The  LGTM
  • Home
  • Agentic Coding
  • Claude Code
  • Codex
Sign in Subscribe
OpenClaw’s Token-Auth Scope Bug Shows Agent Observability Has a Trust Boundary Problem
openclaw

OpenClaw’s Token-Auth Scope Bug Shows Agent Observability Has a Trust Boundary Problem

The most honest thing about OpenClaw issue #81775 is that both sides of the bug are defensible. A WebSocket client authenticates with the configured shared gateway token, requests operator read scopes, and successfully connects. Then the gateway returns payload.auth.scopes: [], which means every useful observability subscription fails with missing
14 May 2026 4 min read
OpenClaw’s Channel MemoryFlush Proposal Gets the Agent-Memory Problem Exactly Half Right
openclaw

OpenClaw’s Channel MemoryFlush Proposal Gets the Agent-Memory Problem Exactly Half Right

OpenClaw issue #81804 asks for an opt-in pre-compaction memoryFlush turn for channel-driven sessions: Google Chat, Slack, Discord, Matrix, Telegram, Feishu, and the rest of the places where agents slowly become part of a team’s working memory. The proposal is smart because it avoids the hardest version of the problem.
14 May 2026 4 min read
OpenClaw 2026.5.12-beta.8 Is Shrinking the Core and Hardening the Edges
openclaw

OpenClaw 2026.5.12-beta.8 Is Shrinking the Core and Hardening the Edges

OpenClaw’s newest beta is not trying to win the release-notes beauty contest. Good. The interesting work in v2026.5.12-beta.8 is mostly the kind of platform plumbing people notice only after it fails: dependency boundaries, fallback boundaries, inbound queue boundaries, credential boundaries, and sandbox roots. That is the
14 May 2026 4 min read
A 100B-Class NVFP4 Quant on 2× DGX Spark Is the Most Useful Kind of Messy Benchmark
nvidia

A 100B-Class NVFP4 Quant on 2× DGX Spark Is the Most Useful Kind of Messy Benchmark

The most useful benchmark posts are usually the messy ones. A fresh NVIDIA Developer Forum thread on quantizing a 100B-class Llama-derived model to NVFP4 across two DGX Spark systems is valuable because it does not sand off the parts operators actually trip over: unified-memory misdetection, exporter quirks, vLLM sidecar fixes,
14 May 2026 4 min read
nvidia

The Best Local Coding-Agent Post Today Says the Quiet Part: The Model Is a Worker, Not the Authority

The best local coding-agent post today does not ask whether Qwen 3.6 is smart enough to write code. It asks the more useful question: what should the model be allowed to decide? Manolo Remiddi’s writeup on building a local coding-agent setup with Qwen 3.6, OpenCode, Hermes, and
14 May 2026 4 min read
Hermes on DGX Spark Shows Local Agents Are Becoming a Hardware Product — With a Reliability Bill Attached
nvidia

Hermes on DGX Spark Shows Local Agents Are Becoming a Hardware Product — With a Reliability Bill Attached

NVIDIA’s latest RTX AI Garage post is not really about one more agent framework. It is about local agents becoming a hardware product. Hermes Agent, Qwen 3.6, RTX PCs, RTX PRO workstations, and DGX Spark are being bundled into a single story: keep the agent near your files,
14 May 2026 4 min read
NVIDIA and SAP Are Turning Agent Security Into Runtime Infrastructure, Not Policy Theater
nvidia

NVIDIA and SAP Are Turning Agent Security Into Runtime Infrastructure, Not Policy Theater

Enterprise AI agents are finally running into the wall every production engineer knew was coming: the prompt is not a security boundary. NVIDIA and SAP’s SAP Sapphire announcement matters because it treats agent safety as runtime infrastructure, not governance theater wrapped around a chatbot. That sounds less glamorous than
14 May 2026 3 min read
Microsoft’s Industrial AI Roundup Is Marketing, But the Numbers Are the Useful Part.
azure-ai

Microsoft’s Industrial AI Roundup Is Marketing, But the Numbers Are the Useful Part.

Microsoft’s industrial AI roundup is polished corporate storytelling, which means the safest default is skepticism. But the useful part is not the headline claim that AI is “enabling the future of industrial work.” The useful part is the implementation detail: Azure AI Speech, Azure OpenAI in Microsoft Foundry, GitHub
14 May 2026 5 min read
Agent 365’s AMA Says the Quiet Part Out Loud: Enterprises Need an Agent Control Plane Before the Agents Finish Sprawling.
azure-ai

Agent 365’s AMA Says the Quiet Part Out Loud: Enterprises Need an Agent Control Plane Before the Agents Finish Sprawling.

The most revealing thing about Microsoft’s Agent 365 AMA is not the product demo. It is the question list. Customers asked about licensing, identity models, monitoring third-party agents, managing shadow AI, defining risk, and what practical governance actually looks like. That is the enterprise-agent backlog in plain English: who
14 May 2026 5 min read
xAI Is Trying to Turn SpaceX's IPO Process Into Grok Distribution
xai

xAI Is Trying to Turn SpaceX's IPO Process Into Grok Distribution

There are two ways to get an AI product into Wall Street. One is the boring way: spend years grinding through security reviews, workflow integrations, permission models, audit logs, benchmark bake-offs, and procurement committees that can smell vendor theater from three conference rooms away. The other is to attach it
14 May 2026 5 min read
Chrome DevTools MCP Gives Coding Agents Eyes — and a Browser-Security Problem
agentic-coding

Chrome DevTools MCP Gives Coding Agents Eyes — and a Browser-Security Problem

Front-end coding agents have had a vision problem. They can edit React components, run tests, and explain CSS with unjustified confidence, but the thing humans actually do when a page is broken — open DevTools and look — has been awkward to delegate. Google’s Chrome DevTools MCP project closes that loop.
14 May 2026 4 min read
Codex Pricing Turns Agentic Coding Into a Token-Budgeting Problem
agentic-coding

Codex Pricing Turns Agentic Coding Into a Token-Budgeting Problem

The most useful thing OpenAI did with its updated Codex pricing page was make the fantasy expensive in public. For the last year, agentic coding has been sold with a suspiciously smooth story: delegate the task, let the model work, get a pull request back. The pricing mechanics were always
14 May 2026 5 min read
← Newer Posts Page 99 of 136 Older Posts →
The LGTM © 2026
  • Sign up
Powered by Ghost