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LLM API reasoning-trace leak fixed; real agent breaches show your logs are part of the attack surface
OpenAI, Anthropic, and Google fixed API flaws that exposed hidden reasoning traces and secrets, while real agent breaches show urgency to harden logs ...
Open weights go practical: Meta’s Muse Glimmer and the new economics of inference
Meta released Muse Glimmer under Apache 2.0, making a strong case for owning more of your inference stack. [Muse Glimmer](https://atalupadhyay.wordpr...
Grok 4.6 makes long‑running agents cheaper and sturdier
SpaceXAI launched Grok 4.6 with aggressive pricing and persistent memory aimed at long‑running agents. Early reports say Grok 4.6 cut token prices an...
New SWE-Bench ProMax raises the bar for AI agents with hard, multilingual refactoring tasks
SWE-Bench ProMax debuts a tougher, multilingual refactoring benchmark that fixes test flaws and exposes where AI coding agents still break. ProMax is...
Codex Linux preview lands amid rate‑limit resets, phantom credit drain, and a severe bug report
OpenAI’s Codex app reached Linux preview while forum reports highlight rate‑limit resets, unexpected credit usage, freezes, and one severe file‑deleti...
From vibe coding to spec-first agents with proactive memory (and why Go keeps winning)
Teams are moving from prompt-and-pray coding to spec-first agent workflows with background memory, and picking mainstream languages that models actual...
Authenticated AI agents are now a security boundary (MCP and Chrome make it obvious)
Agentic AI with logged-in access is exposing new security gaps across MCP integrations and Chrome’s Auto Browse. Google’s Gemini-powered Auto Browse ...
Claude Code 2.1.228 hardens synced skills and stabilizes runners
Anthropic shipped Claude Code 2.1.228 with concrete security hardening for synced skills and reliability fixes across the CLI and self‑hosted runners....
New coding-agent benchmarks raise the bar and cut through leaderboard noise
New benchmarks show coding agents still stumble on large-scale refactors and building products from scratch, despite confident marketing. [SWE-Bench ...
Doist's "less AI" strategy for Todoist: reliability over hype
Doist argues that shipping fewer AI automations in Todoist leads to simpler, more reliable systems. In a [The New Stack piece](https://thenewstack.io...
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...
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...
Claude 4 ships agent‑native API and Claude Code GA
Anthropic shipped Claude 4 with agent‑native APIs and Claude Code GA, making long‑running, tool‑using workflows practical. [Claude 4](https://www.ant...
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...
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...
Agentic coding grows up: prove it, cap it, then scale it
Agentic coding is shifting from flashy demos to auditable, budgeted workflows teams can trust in production. A cheerleading take on agents like Curso...
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...