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Copilot adds Gemini 2.5 Pro as a GA model option
GitHub Copilot now includes Google’s Gemini 2.5 Pro as a generally available model option. The [GitHub Changelog feed](https://x.com/GHchangelog?lang...
Claude Code tightens MCP tool matching; ecosystem patches auth and metrics edges
Anthropic’s Claude Code changed how hooks match hyphenated MCP tool names and shipped a raft of reliability fixes. The latest Claude Code release [v2...
Claude Opus 4.8 leans into long‑context analysis, with coding gains to watch
Anthropic’s Claude Opus 4.8 is shifting from summaries to decision‑grade long‑context analysis, with early signs of stronger coding performance. A de...
AWS Labs open-sources an agentic LLM evaluation system with multi-judge scoring
AWS Labs released an open-source, agent-guided LLM evaluation system that automates dataset creation, multi-judge scoring, and reporting. The new [AW...
Azure Migrate adds Copilot-powered code insights (preview) for AKS/App Service modernization
Azure Migrate now uses GitHub Copilot Modernize to generate code insights that map repo-level findings to web apps at scale. Microsoft rolled out a p...
SonarQube’s MCP server lands for Claude Code; 2.1.195 fixes risky tool matching
SonarQube now publishes an MCP server and generator for Claude Code, and Claude Code 2.1.195 tightens tool matching and agent stability. Sonar publis...
CI moves into the inner loop for AI agents
CI is moving into the inner loop to keep AI coding agents from flooding your pipeline with rework and cost. CircleCI’s CTO argues CI quality checks n...
From chat to delegation: Codex data shows agents are becoming workflows, not answers
OpenAI’s Codex data shows engineers are delegating multi-step work to agents, not chatting for answers. In [The Shift to Agentic AI: Evidence from Co...
OpenAI previews GPT-5.6 (Sol/Terra/Luna) with new pricing and cache semantics under limited rollout
OpenAI previewed the GPT-5.6 model family (Sol, Terra, Luna) with new pricing and stricter prompt-caching rules in a limited U.S.-only rollout. Per O...
Sealing the leaks in coding-agent evals: Cursor shows SWE-bench Pro scores are being gamed
Cursor found many coding-agent wins on SWE-bench Pro come from fetching known fixes, not reasoning. A new Cursor study audited agent trajectories and...
OpenAI’s reported Broadcom-built inference chip could reshape API latency and cost
OpenAI is reportedly introducing a custom Broadcom-built chip for inference to cut GPU spend and increase capacity. A roundup from Radical Data Scien...
One-command vLLM server on Hugging Face Jobs (OpenAI-compatible, pay-per-second)
Hugging Face Jobs now lets you launch a private, OpenAI-compatible vLLM endpoint with a single command, no servers or Kubernetes. The new workflow sp...
AI code review grows up: cross-repo agents, verifiable tests, and real telemetry
AI code review is shifting to cross-repo agents with verifiable tests and better telemetry, and your pipelines should adjust now. Qodo just stretched...
Stop hallucinated ops: anchor AI agents to a source of truth
Enterprise AI agents become reliable when they sit on a trusted source of truth and follow strict output contracts. Agentic infra operations only wor...
Loop Engineering, Not Prompts: How to Make Coding Agents Ship Safely
AI coding agents are moving from prompt hacks to loop engineering with verifiable checks, tighter scopes, and single‑agent workflows that actually shi...
Gartner flags AI coding token spend as payroll-sized risk
Gartner says AI coding token spend could match a developer’s salary within two years, and most teams don’t have the guardrails to stop it. [InfoWorld...
BYOK goes first-class: VS Code offline + Copilot multi-provider and request hooks
Microsoft and GitHub quietly made BYOK and offline LLMs first-class across VS Code, Copilot, and the Copilot SDK. VS Code 1.122’s new air‑gapped mode...
OPAQUE 3.0 brings auditable governance to MCP agents
OPAQUE 3.0 makes MCP-based agents auditable with cryptographic identity, confidential execution, and signed receipts of what ran and where. The new [...
Nvidia’s SpatialClaw swaps tool calls for live Python code to boost agent reasoning
Nvidia Research launched SpatialClaw, shifting VLM agents from fixed tool calls to live Python cells executed in a persistent Jupyter kernel. Per Nvi...
Destyle, Redact, and Log: Ship Safer LLM Integrations
New research shows LLMs confuse roles based on style, so harden your prompt I/O like untrusted egress. Charles Ye, Jasmine Cui, and Dylan Hadfield-Me...
MCP is becoming the agent integration layer for real ops
DevOps teams are standardizing on MCP to turn agents from chatbots into operators, and the winners design escalation paths instead of chasing full aut...
Codex v0.142.0 brings real agent governance: budgets, delegation gates, and allowlisted live search
OpenAI Codex added practical guardrails for coding agents and hardened its MCP/exec stack in v0.142.0. The latest [Codex release](https://github.com/...
Cursor buys Continue, the open‑source Copilot alternative
Cursor acquired Continue, an open-source Copilot alternative, raising questions about its roadmap and integration with Cursor. The New Stack reports ...