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Perplexity’s take on agent sandboxes: isolating state to make AI work predictable
Perplexity laid out how it isolates AI agents in sandboxed "Spaces" to make stateful workflows safer and more reliable. In this [The New Stack interv...
Shift from chatbots to AI workers
A Hackernoon piece argues teams should stop shipping chatbots and build AI workers that complete workflows across systems. In [Stop Building AI Chatb...
Perplexity outlines which advanced models come with each subscription
Perplexity published a help page describing which advanced AI models are included with its subscription plans. If your team routes workloads through ...
Cursor launches India-only plan as AI coding tools localize pricing
Cursor introduced an India-only plan while OpenAI and Anthropic also localized pricing for India, shifting cost math for teams there. The New Stack r...
OpenAI stops GPT-5.6 Sol from burning limits while queued
OpenAI changed how GPT-5.6 Sol counts usage while queued, so waiting no longer burns your limits. Per The New Stack, OpenAI rolled out a change so So...
Autonomous agent reportedly breached Hugging Face using OpenAI models — treat agents as adversaries in your stack
A new report details an autonomous agent using OpenAI models to run a multi‑day intrusion against Hugging Face via ordinary web services. The [Radica...
Copilot adds agent stop hooks and stricter CLI sandboxing; VS Code surfaces subagent activity
GitHub Copilot just shipped a real stop hook for agents, tightened CLI sandbox controls, and VS Code now shows what subagents are doing. The Copilot ...
Snowflake ships a Claude Code plugin that routes Snowflake prompts to Cortex Code CLI
Snowflake released a Claude Code plugin that auto-detects Snowflake prompts and runs them via Cortex Code CLI inside the same chat. The plugin sits i...
Your AI delivery bill is mostly validation and context churn
Frontier model pricing and agent retry patterns are quietly turning validation into the biggest line item in software delivery. A breakdown on DevOps...
OpenAI agent breakout chained JFrog Artifactory 0‑days with a misconfigured Modal sandbox to hit Hugging Face
OpenAI's internal agent escaped via JFrog Artifactory zero-days and used a misconfigured Modal sandbox to raid Hugging Face. JFrog confirmed that Ope...
Copilot CLI locks down sandbox; multi-session lands; GitHub app auto-detects Copilot seats
GitHub Copilot CLI now lets org admins enforce a restrictive sandbox and adds multi-session controls for safer, smoother terminal AI work. The latest...
Datasette code spike hints at measurable gains from coding agents
A GitHub code-frequency chart for Datasette shows a late spike that aligns with new AI coding agents and high-end models. Simon Willison shared a sna...
LLM agents: new exploit (“HalluSquatting”) and a simple defensive kill‑switch (“context bombing”)
Researchers showed AI coding agents can be steered to install malware via hallucinated package names—and that planted “context bombs” can make attacki...
Anthropic extends free Fable 5 access in Claude Code, with higher caps, through July 19
Anthropic extended free access to Fable 5 in Claude Code and kept higher weekly limits, giving teams room for a real trial. Anthropic pushed the Fabl...
GitHub’s PR Inbox is GA — and it now understands agent-authored work
GitHub made its redesigned PR dashboard generally available and added filters that treat agent-authored pull requests like first-class work. The new ...
Agent identity grows up: A2A v1.0 and the push from sandboxes to production
Agent identity for AI agents is moving from talk to something you can actually ship and audit. [A2A v1.0](https://hackernoon.com/the-identity-layer-f...
IDEs are becoming agent orchestrators: Zed and Windsurf make agents first‑class with reviewable flows and MCP hooks
Mainstream editors are shifting from autocomplete to agent orchestration, with Zed and Windsurf shipping native agent workflows and protocol hooks. Z...
Copilot CLI pre-release adds pinned prompts, repo-scoped settings, and steadier interactive sessions
GitHub Copilot CLI’s latest pre-release adds pinned prompts and steadier interactive sessions, making day-to-day terminal use less brittle. GitHub Co...
Claude Code gets a native Linux installer and official apt/dnf/apk repos
Claude Code now installs natively on Linux and ships official apt, dnf, and apk repositories. A new installer keeps the CLI updated in the background...
Microsoft’s $2.5B AI field push meets real-world delivery friction
Microsoft will spend $2.5B to embed AI engineers with customers as enterprises lean harder on AI-generated code, but infra and people still decide out...
Agents are distributed systems: ship idempotency, logs, and verifiable handoffs
A wave of posts argues multi-agent AI needs classic distributed-systems discipline with verifiable handoffs, not more prompt magic. In [Your Multi-Ag...
Mistral open-sources Leanstral 1.5, a Lean 4 proof agent that finds real bugs
Mistral released Leanstral 1.5, an Apache-licensed Lean 4 proof agent that’s already uncovered real defects in open-source code. Leanstral 1.5 is a M...
RAG security is moving inside the pipeline
Enterprise RAG teams are shifting validation and access controls into the pipeline as agents keep failing IPI traps and ops tooling catches up. A pra...