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Nvidia’s SpatialClaw swaps tool calls for live Python code to boost agent reasoning
Nvidia Research launched SpatialClaw, shifting VLM agents from fixed tool calls to live Python cells executed in a persistent Jupyter kernel. Per Nvi...
Destyle, Redact, and Log: Ship Safer LLM Integrations
New research shows LLMs confuse roles based on style, so harden your prompt I/O like untrusted egress. Charles Ye, Jasmine Cui, and Dylan Hadfield-Me...
MCP is becoming the agent integration layer for real ops
DevOps teams are standardizing on MCP to turn agents from chatbots into operators, and the winners design escalation paths instead of chasing full aut...
Codex v0.142.0 brings real agent governance: budgets, delegation gates, and allowlisted live search
OpenAI Codex added practical guardrails for coding agents and hardened its MCP/exec stack in v0.142.0. The latest [Codex release](https://github.com/...
Cursor buys Continue, the open‑source Copilot alternative
Cursor acquired Continue, an open-source Copilot alternative, raising questions about its roadmap and integration with Cursor. The New Stack reports ...
OpenRouter’s usage leaderboard reshuffles coding LLM choices
OpenRouter’s updated coding-model usage rankings put cheaper long‑context newcomers near the top, which could change how you pick and pay for code ass...
Public Sentry DSN can hijack MCP agents in Claude Code, Cursor, and Codex
A new report shows a public Sentry DSN can hijack MCP-enabled agents in Claude Code, Cursor, and Codex. The New Stack details an agentjacking path wh...
Codex instability: Windows memory leak, routing mismatch, and token spikes put rollouts at risk
OpenAI’s Codex app and CLI show reliability and billing quirks, including a Windows memory leak, rate-limit pain, model-routing mismatch, and unexplai...
The “free Cursor” workaround wave is landing in VS Code
Community guides are spreading ways to run Cursor-like coding agents for free in VS Code using third-party scripts and services. A new [Stack Overflo...
RAG Reality Check: HNSW Everywhere, Filters Decide; Read Fewer Images
Most vector stores use HNSW, so your filtering and scale decide whether pgvector is enough or you need Qdrant, Pinecone, or Weaviate. A hands-on comp...
Route-first LLM infra: 9Router’s token saver and OpenRouter’s fallback playbook
LLM app reliability and cost control are moving into routing layers that juggle providers, compress tokens, and keep requests flowing. [9Router](http...
Poolside’s Laguna M.1: Apache-2.0 MoE for agentic coding with a 262k context
Poolside released Laguna M.1, an Apache-2.0 MoE coding model with a 262k context window and built-in interleaved thinking. Laguna M.1 is a 225B-param...
Claude Code adds guardrails to auto mode: destructive git and "destroy" ops blocked by default
Claude Code now blocks destructive git and infrastructure destroy commands in auto mode unless you explicitly ask. Per the latest [GitHub releases](h...
Zep Graphiti shows a practical path to real-time agent memory—and a nudge toward portable skills
Zep’s Graphiti demonstrates real-time agent memory by combining knowledge graphs with vector-speed retrieval. This hands-on walkthrough builds a live...
Perplexity Brain puts agent work-memory in production, and research backs the approach
Perplexity launched Brain, an agent-centric memory that helps its Computer agent learn from past work to boost accuracy and cut cost. [Perplexity is ...
Open-weight coding models hit a new tier: Kimi K2.7 Code and GLM‑5.2
Two new open‑weight coding models—Kimi K2.7 Code and Zhipu AI’s GLM‑5.2—are emerging as viable local alternatives to hosted code assistants. Reviewer...
Anthropic shows Claude Opus 4.7 autonomously solving a robotics integration ~20x faster than last year’s human team
Anthropic’s latest Project Fetch run shows Claude Opus 4.7 autonomously completing a robodog integration about 20x faster than last year’s top human t...
ARD lands: a common layer for agent tool discovery across enterprise silos
Google, Microsoft, and others introduced ARD, a spec that lets AI agents discover enterprise tools via catalogs and registries. [InfoWorld’s report](...
Tailscale’s Aperture puts AI agents behind zero-trust with policy, routing, and audit built in
Tailscale introduced Aperture, an "invisible" layer that gives AI agents identity, policy, routing, and observability without punching holes in your n...
Vercel launches 'eve': agents as directories — do you actually need a framework?
Vercel released eve, an open-source agent framework that models agents as directories. Vercel’s new framework tries to make agent systems feel like o...
ORPilot locks optimization models into a solver-agnostic IR
ORPilot introduced a typed, solver-agnostic IR that makes optimization models reproducible and portable across solvers. The ORPilot team details an i...
Edge agents are arriving: AWS Kiro hits iPhone as local-first builds mature
AWS Kiro is landing on iPhone while local-first agents via Ollama and DIY builds like CrankGPT show cloudless AI is getting practical. AWS is taking ...
Z.ai open-sources GLM-5.2: 1M‑context coding model built for long runs, with cheaper long‑context compute
Z.ai released GLM-5.2, an MIT-licensed 1M-context open-weight coding model aimed at long-horizon, repo-scale engineering tasks. GLM-5.2 pairs a solid...