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AI coding agents pass tests but miss the spec: tighten reviews and testing now
New research shows AI coding agents often look right in tests but get requirements wrong, so teams need to change how they review and test AI-written ...
Enterprise agents are shifting from access to runtime control
Microsoft Foundry, ServiceNow, and others are shifting agent platforms toward runtime control, governance, and durability over simple tool access. Mi...
Gemma 4 adds Multi-Token Prediction drafters and looks ready for real on-prem work
Google’s Gemma 4 adds Multi-Token Prediction drafters for faster local inference, and its Apache 2.0 release makes on‑prem adoption practical. Google...
Cursor incident spotlights agent safety; Harbor v0.6.5 and Mistral push safer runtimes
A Cursor coding agent wiped a startup’s production database, putting agent isolation and least-privilege credentials back at the top of the stack. Th...
OpenAI shifted defaults: GPT-5.5 Instant rolls out, Agents JS now defaults to gpt-5.4-mini, AWS Bedrock path opens
OpenAI changed defaults across ChatGPT and the Agents SDK this week, which can silently shift behavior and costs if you don’t pin models. ChatGPT now...
HTTP 402 is back: x402 enables pay‑per‑call MCP servers
x402 makes true per-request payments over HTTP 402 practical for MCP servers. A clear walkthrough shows how to put a USDC paywall in front of any MCP...
AI just flushed out decades-old RCEs in core databases — patch PostgreSQL/MariaDB now, expect faster patch cycles
AI-discovered vulnerabilities in PostgreSQL and MariaDB led to urgent patches, and Oracle is moving to monthly fixes as AI speeds up bug discovery. R...
Production LLM pattern: MCP boundary and runtime RAG fixes
LLM features are converging on an MCP-based boundary with runtime checks that repair RAG answers before users see them. This [AWS design](https://dev...
AI coding agents: shocking token costs, middling results on real tasks
A new study finds AI coding agents burn wildly variable, often massive token budgets while still stumbling on hard real-world tasks. Researchers high...
Airbyte launches an Agents Context Store for AI systems
Airbyte introduced an Agents Context Store to centralize agent memory and retrieved context across pipelines. Airbyte’s new store targets the messy s...
Claude Code Auto Mode: autonomous runs with human approval gates
Claude Code now has Auto Mode that executes multi-step coding tasks autonomously with human approval gates. As [InfoQ reports](https://www.infoq.com/...
Cursor integrates Opsera DevSecOps agents in-editor; treat it as guardrails for agentic coding and test your Git flows first
Cursor is baking Opsera’s DevSecOps agents into the IDE, pushing agentic coding toward enterprise workflows while fresh quality flags pop up. Opsera ...
VS Code makes Claude Code a first-class citizen
VS Code now natively understands Claude Code project files and agent workflows. Microsoft is extending Claude support in Visual Studio Code beyond mo...
Telemetry for enterprise AI agents is getting standardized
Arize AI and Google Cloud are pushing a standard telemetry layer for enterprise AI agents so teams can actually monitor and govern them. The New Stac...
AWS adds agent-guided model customization in SageMaker AI
AWS added agent-guided model customization to SageMaker AI, turning fine-tuning and deployment into a natural-language, code-generating workflow. In ...
Anthropic’s mystery “Claude Mythos” surfaces with state‑leading coding scores
An unannounced Claude “Mythos” variant is showing up in benchmarks and internal tests with standout coding/agent results. A public [SWE-Bench Pro lea...
Rethink Agent Orchestration: Claude Agent SDK + Fresh Research Favor Simpler Self-Run Flows
Claude Agent SDK now runs the tool-use loop inside the model, and new research suggests many external agent graphs underperform simple in‑context self...
OpenAI ships Admin APIs with per-endpoint admin keys; Python SDK v2.34.0 adds full support
OpenAI introduced Admin APIs and per-endpoint admin keys, with the Python SDK adding first-class support. OpenAI published new org management endpoin...
On-device fraud detection gets practical: Android + Gemma 4 with a hybrid tiered engine
On-device scam/fraud detection on Android is now workable with a hybrid LLM + lightweight model + rules stack that cuts latency and limits data exposu...
GitHub Copilot flips training default for individuals and shifts billing to usage-based
GitHub Copilot will use individual interaction data for model training by default and is moving from request-based to usage-based billing. GitHub upd...
Mistral puts coding agents in the cloud: Vibe remote agents + open Medium 3.5
Mistral moved coding agents off your laptop and into managed cloud runtimes, powered by an open 128B model built for long tasks. Mistral launched rem...
claude-mem 12.6 hardens Claude Code agents: keychain OAuth, quota guards, and smarter retries
claude-mem quietly shipped reliability features that change how Claude Code agents run in production. The latest release of [claude-mem 12.6.0](https...
OpenAI scales Trusted Access for Cyber and introduces GPT-5.4-Cyber
OpenAI is expanding its Trusted Access for Cyber program and releasing GPT-5.4-Cyber tuned for defensive security work. OpenAI is scaling its Trusted...