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One-command vLLM server on Hugging Face Jobs (OpenAI-compatible, pay-per-second)
Hugging Face Jobs now lets you launch a private, OpenAI-compatible vLLM endpoint with a single command, no servers or Kubernetes. The new workflow sp...
Linux Foundation’s ANS puts DNS-style identity on AI agents
The Linux Foundation launched Agent Name Service to give AI agents verifiable identities and a discovery layer, signaling an emerging trust stack for ...
Microsoft’s agentic SDLC push: plan-first agents and shared memory over code-gen speed
Microsoft is moving to an agentic software platform, which forces teams to design for agent plans and shared memory, not code snippets. Microsoft’s o...
AI code review grows up: cross-repo agents, verifiable tests, and real telemetry
AI code review is shifting to cross-repo agents with verifiable tests and better telemetry, and your pipelines should adjust now. Qodo just stretched...
Stop hallucinated ops: anchor AI agents to a source of truth
Enterprise AI agents become reliable when they sit on a trusted source of truth and follow strict output contracts. Agentic infra operations only wor...
Loop Engineering, Not Prompts: How to Make Coding Agents Ship Safely
AI coding agents are moving from prompt hacks to loop engineering with verifiable checks, tighter scopes, and single‑agent workflows that actually shi...
OPAQUE 3.0 brings auditable governance to MCP agents
OPAQUE 3.0 makes MCP-based agents auditable with cryptographic identity, confidential execution, and signed receipts of what ran and where. The new [...
Anthropic launches Claude Tag: a shared Slack teammate for engineering work
Anthropic launched Claude Tag, a Slack-based team agent with shared memory and autonomous follow-ups. [InfoWorld](https://www.infoworld.com/article/4...
DIY Python pipelines that turn web noise into business signals
Two Python how‑tos show end‑to‑end patterns for turning unstructured web content into daily, actionable signals. One guide builds an “intelligence la...
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...
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...
RAG reliability is a context engineering problem, not a prompt problem
RAG reliability hinges on how you structure and retrieve context, not on prompt tweaks or chunk-size folklore. A teardown of failing production pipel...
Stop shipping more agents. Build the control plane.
Agent demos are over; production value now depends on ownership, scopes, and an agent control plane. [Google DeepMind is funding research into multi-...
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...
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...