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Eval-Ops gets concrete: Snowflake DARE-Bench and Terminal-Bench 2.0 make agent rankings workload-specific
New deterministic agent benchmarks — Snowflake's DARE-Bench and Terminal-Bench 2.0 — are shifting model selection from generic scores to verifiable, w...
Windsurf bakes in Devin Review: local SWE-check + cloud PR verification in the IDE
Windsurf integrated Devin-powered code verification, adding a fast local SWE-check and a deeper cloud PR review inside the IDE. Cognition’s Windsurf ...
From vibe coding to agentic PRs: wiring Cursor, Claude Code, and Linear into delivery
Agentic coding moved from demos to production: teams are wiring Cursor, Claude Code, and Linear so tickets become draft PRs with human review. [GitHu...
MCP agents get safer: OpenAI Agents SDK 0.10.1 validates policies, fixes history loss
OpenAI Agents SDK 0.10.1 tightens MCP agent safety with approval-policy validation and fixes session history loss on compaction errors. The latest [O...
OpenAI ships GPT‑Realtime‑2, live translation, and streaming transcription in the API
OpenAI added new real-time voice models to its API that can converse, translate, and transcribe while handling more complex requests. OpenAI introduc...
Claude Agent Loops: The 30x Cost Trap and How to Budget
Claude agent loops can cost 30x a single inference because each tool call replays growing context and retries inflate tokens. A deep dive shows why a...
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...
Anthropic adds 'dreaming' to Claude Managed Agents for cross-session memory
Anthropic added dreaming to Claude Managed Agents, a scheduled long‑term memory pass across sessions for multi‑agent work. Dreaming periodically scan...
Anthropic ships governed, ready-to-run enterprise agents (starting with finance) and tightens Claude Code for production use
Anthropic is moving from coding helper to packaged, governed enterprise agents, with connectors and Microsoft 365 add-ins that carry context across ap...
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 ...
OpenAI flips ChatGPT default to GPT-5.5 Instant and moves the API alias; new Sandbox Agents ship; AWS route opens
OpenAI made GPT-5.5 Instant the ChatGPT default and pointed the chat-latest API alias at it, so unpinned apps will change behavior today. OpenAI roll...
Antigravity Awesome Skills v10.10.0 ships production-audit and context-pruning skills
Antigravity Awesome Skills v10.10.0 ships a production-audit skill and a context-pruning workflow for long-running coding agents. The [v10.10.0 relea...
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...
LangChain ships streaming v2 and standardizes agents on create_agent
LangChain changed how streaming works and is standardizing agent creation on create_agent. The latest [langchain-classic 1.0.5](https://github.com/la...