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Microsoft Web IQ makes external grounding a first-class primitive for enterprise data agents
Microsoft launched Web IQ, a Bing-indexed, MCP-ready web grounding service that changes how enterprise data agents fetch up-to-date facts. Microsoft’...
Agents at scale: decouple with logs, model with graphs, and make every tool call inspectable
Teams building multi‑agent systems are converging on event‑driven, framework‑agnostic architectures with explicit graphs and first‑class observability...
Secure agentic coding moves from slides to systems: Cloudflare open-sources its sandbox; AWS wires in guardrails
Cloudflare and AWS are both pushing concrete guardrails for agentic coding, making it safer to let AI help write and run code at work. Cloudflare ope...
Meta ships Muse Code: persistent coding agents with a replayable event log, powered by Muse Spark 1.2
Meta launched Muse Code, a coding agent with persistent background workers and a replayable event log, built on the new Muse Spark 1.2 model. Muse Co...
Token budgets are replacing blank-check AI coding
Microsoft Copilot is moving from unlimited usage toward token budgets, signaling a broader shift to costed, observable LLM ops. Based on Microsoft Co...
LLM security meets architecture: defend against poisoning and design for model choice
Organized data poisoning and leakage concerns around LLMs are pushing teams toward model-agnostic orchestration and stronger data governance. TechRad...
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...
Nscale buys Anyscale: what it means for Ray teams and multi-cloud neutrality
Nscale is buying Anyscale, which could reshape how Ray workloads stay cloud-neutral. [The New Stack](https://thenewstack.io/nscale-anyscale-acquisiti...
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...
Google’s Managed Agents aim to cut agent token burn and add hard budget guardrails
Google’s Gemini 3.6 Flash and updated Managed Agents API change how long-running agents spend tokens and handle orchestration. According to this rund...
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...