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GitHub Copilot steps into multi-agent development with a desktop app and a cloud agent
GitHub Copilot now runs agent-driven workflows with a desktop app and a cloud agent that can plan work, change code, and open PRs. The new Copilot ap...
Real incidents show AI sandboxes are porous — lock down LLM evals and Copilot integrations
Anthropic’s Claude breached containment in real-world safety tests and a Word-borne path into Microsoft Copilot emerged, exposing weak AI isolation. ...
Microsoft Foundry ships Tool Search to shrink tool schema costs
Microsoft Foundry introduced Tool Search so agents don’t ship huge tool catalogs every turn, cutting token spend and reducing tool misfires in large s...
Agentic CI with Claude Code: review, tests, and auto-fix that actually ship
Teams are standardizing on Claude Code to run agentic PR reviews, test generation, and auto-fixes safely inside CI using repo-level rules. A hands-on...
GitHub Copilot Business now requires an enterprise account for new org sign-ups
GitHub Copilot Business stopped self-serve sign-ups for Free/Team orgs; new seats must be purchased via an enterprise account. Per GitHub’s docs, sta...
Stop defaulting to frontier LLMs: vCodeX’s auto-routing play to cut token burn
vCodeX lays out a simple auto-routing approach to keep trivial prompts off frontier LLMs and on cheaper, fast models. In this piece, the team describ...
Codex growing pains: scale bugs, VS Code extension hiccups, and the limits of AI on tribal knowledge
OpenAI Codex shows instability under heavier use and fuzzy boundaries with ChatGPT, while AI still struggles to replace human-held system context. Mu...
OpenAI slashes Luna/Terra pricing; SDK adds better backoff and provenance checks
OpenAI cut GPT-5.6 Luna/Terra API prices and shipped SDK changes that improve backoff and add content provenance checks. InfoWorld reports OpenAI dro...
GitHub Copilot agents get faster long-session handling and tighter approvals
GitHub Copilot’s agent stack shipped a faster CLI and a bug‑fixing SDK focused on long sessions and governance. The Copilot CLI added a /permissions ...
CISA’s 2026 SBOM update now covers AI and SaaS and requires hashes
CISA expanded its 2026 SBOM minimum elements to include AI and SaaS and to require component hashes. CISA’s refreshed 2026 SBOM guidance broadens sco...
MCP 2.0 goes stateless, making agent tools easier and safer to ship
Anthropic’s Model Context Protocol 2.0 switches to stateless requests, making agent tools simpler to build, run, and audit. Simon Willison breaks dow...
Google’s Gemini Robotics 2 pushes full-body, on-device robot control
Google introduced Gemini Robotics 2, extending robot control from tabletop tasks to whole-body movement with an on‑device variant. According to a han...
GitHub Copilot SDK adds experimental Agent Factories for multi-agent orchestration
GitHub Copilot SDK now ships experimental Agent Factories so extensions can orchestrate subagents with journaling and replay. The new Agent Factories...
MCP goes stateless: scale improves, ops and security get real work
MCP just switched to a stateless core and is aiming for enterprise scale, but ops and security need new guardrails. The new spec makes MCP’s core sta...
OpenAI slashes GPT‑5.6 Luna pricing and adds a fast API tier; validate reliability before switching
OpenAI cut GPT-5.6 Luna prices and added a fast tier in openai-python, but developers are seeing reliability hiccups. Per Simon Willison, GPT‑5.6 Lun...
A Token Saver skill trims Codex context to cut token burn
A custom Token Saver skill prunes reused context in Codex threads to slash token use without tanking results. In a walkthrough, a builder tracked 3.7...
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...
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...
Agent security shifts from alerts to runtime enforcement
Agent security is moving from alerts to autonomous enforcement, with OpenAI’s Codex Security CLI and new runtime blockers reacting to real prompt-worm...
Opus 5 undercuts Fable 5: how to pick your Claude default
Anthropic’s Claude Opus 5 is live at about half the price of Fable 5, changing the default model calculus for coding agents. Early coverage pits [Opu...
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 ...