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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...
Cursor rolls out cloud agents that run repo tasks off your machine
Cursor is rolling out cloud-hosted agents that run repo-wide tasks from the IDE, edging toward GitHub-style workflows. Community posts point to a Jun...
Agent plugins grow up: security metadata and prompt transparency for Claude Code and friends
Antigravity Awesome Skills shipped security-aware, specialized plugin bundles while Piebald expanded transparent diffs of Claude Code’s system prompts...
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...
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](...
Claude Code adds live Artifacts; GitHub Action v1.0 cleans up CI
Anthropic added live, shareable Artifacts to Claude Code and shipped a cleaner v1.0 GitHub Action for CI. Artifacts turn a Claude Code session into a...
Reports of OpenAI Codex instability and silent GPT-5.5→5.4 downgrades
OpenAI Codex is showing regressions and silent model downgrades that can break automated code workflows. Developers report GPT-5.5 xhigh requests bei...
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...
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...
AWS DevOps Agent adds AI release readiness gates (preview)
AWS DevOps Agent now pre-screens code changes with AI-built, change-aware tests and isolated runs before they hit your pipeline. In preview, AWS’ Dev...
AI agents need real identities: AppViewX launches PKI-driven control plane as guardrail latency and shadow use bite
AppViewX launched a PKI-based identity and access layer for AI agents, pushing enterprises to treat agents like service accounts with least-privilege ...
Databricks previews Genie Ontology: a context graph for trustworthy AI agents
Databricks introduced Genie Ontology in preview to give AI agents a shared, ranked business context instead of relying on raw similarity search. Geni...
Copilot SDK adds session memory and lazy tool loading
GitHub Copilot SDK now supports persistent session memory and lazy tool loading that leans on model tool search. In [v1.0.2](https://github.com/githu...
OpenAI sunsets GPT-5.2/5.3-Codex in Codex; expect migrations and sporadic capacity pain
OpenAI removed GPT-5.2 and GPT-5.3-Codex from Codex for ChatGPT subscribers, pushing teams to swap models while capacity errors surface. Users report...
Anthropic pauses planned Claude Agent SDK subscription change
Anthropic halted a planned subscription change for the Claude Agent SDK on the day it was set to start. Per The New Stack’s report, Anthropic paused ...
FinOps grows teeth: an agent to explain AWS bill spikes, right as AI token spending gets reined in
AWS bill spikes now have explainable AI help, landing just as teams clamp down on runaway AI token costs. The New Stack highlights a new agent that c...
Databricks unveils LTAP to collapse OLTP and OLAP for agentic apps
Databricks introduced LTAP, unifying transactional and analytical data on one lakehouse layer to feed real-time AI agents. At its Data + AI Summit, D...
DocLang launches: an AI‑native document standard for enterprise RAG
LF AI & Data launched DocLang, an AI-native document spec designed to make business documents machine-readable for LLMs. DocLang, backed by IBM, Nvid...
Gemini now speaks the OpenAI SDK — plan for a single client, many backends
Google’s Gemini Enterprise Agent Platform now works with the OpenAI SDK, making model swapping and multi-provider routing much easier. Per Google’s d...