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Claude Opus 4.7 lands: better coding/reasoning, same price—time to A/B against 4.6
Anthropic released Claude Opus 4.7 with better coding, reasoning, and vision performance at the same price. A recent write-up says Opus 4.7 improves ...
Antigravity Awesome Skills v10.5.0: governance, security labels, and OpenCode stability over new features
Antigravity Awesome Skills v10.5.0 tightens governance and security metadata, fixes content issues, and adds OpenCode stability guidance, especially f...
Google forms DeepMind "strike team" to chase Claude on agentic coding
Google reportedly created a DeepMind strike team to close Claude’s coding lead with agentic, long-context models trained on Google’s internal codebase...
Stop Paying for Tokens: Track Code Shipped and Add Checkpoints to Agentic Coding
AI coding spend is soaring, but most teams can’t answer how much AI-generated code actually ships to production. A sharp industry piece argues vendor...
NVIDIA’s Nemotron-Personas-Korea: millions of synthetic Korean personas to localize agents fast
NVIDIA published a large synthetic Korean persona dataset and tutorial for building culturally grounded agents in minutes. The [Hugging Face/NVIDIA p...
Cloudflare shows its working: an internal AI stack that actually moved the needle
Cloudflare detailed the internal AI engineering stack that drove 93% R&D adoption and massive LLM throughput using its own platform. Cloudflare’s pos...
GitHub throttles Copilot signups; Pro loses Opus while VS Code and CLI add rate‑limit visibility
GitHub paused new individual Copilot signups and tightened limits, while shipping rate‑limit visibility in VS Code and Copilot CLI to steady the servi...
BMAD’s multi-agent persona workflow: keep AI coding honest and stage-gated
BMAD introduces a team-of-personas approach so AI stays focused on the right stage of work instead of jumping straight to code. In [BMAD: meet the cr...
Control Codex or Claude Code from Telegram with CliGate in 5 minutes
A short guide shows how to trigger Codex or Claude Code on your desktop from Telegram using CliGate, with no server or public IP. This walkthrough wi...
AI 'world models' are coming for management—ship a judgment boundary or watch quality quietly crater
Companies are rolling out AI world models to automate management, but without a clear judgment boundary they look great for months and quietly break d...
Headless agents are here: Salesforce goes API-first as a Claude Desktop ‘browser bridge’ scare raises guardrails questions
Headless, agent-first integrations are breaking out, and a Claude Desktop browser-bridge scare shows why governance must shift from GUIs to APIs. Sal...
RFT meets prod: GRPO for agents and a sub-2ms Go/Python serving pattern
Reinforcement fine-tuning is moving from papers to production, and a Go/Python pattern shows how to serve sub-2ms models at scale. Avi Chawla walks t...
Long context meets smarter RAG: what Grok’s 2M tokens and KV-cache compression mean for your LLM stack
LLM context is now an architectural choice, not a spec sheet line item, with Grok’s 2M tokens, structured RAG, and KV-cache compression changing trade...
Agentic AI grows up: traces, MCP connectors, and real evaluation harnesses
Agent systems are getting production plumbing: OpenTelemetry-style traces, MCP-based tool wiring, and editable harnesses for realistic evals. A new w...
AI coding tools feel fast but can slow teams—use a hybrid, tool-by-task workflow
New evidence and hands-on guides suggest AI coding tools boost confidence but can hurt throughput unless you adopt a clear, hybrid workflow. A practi...
Reports of sudden GitHub Copilot "weekly rate limit" lockouts, often after network changes
Developers are hitting unexpected GitHub Copilot weekly rate-limit errors, sometimes after brief network switches, with no official fix posted yet. A...
OpenAI turns Codex into a computer-use agent and ships a safer, model-native Agents SDK
OpenAI expanded Codex from coding help to real computer-use tasks and released an updated Agents SDK with built-in sandboxes and a model-native harnes...
Claude-mem brings Dockerized evals, subagent-aware logging, and hardening to Claude Code pilots
Open-source claude-mem shipped containerized evaluation, subagent labeling, and stability fixes, while Anthropic posted an enterprise rollout kit for ...
Cursor 3.1 adds agent-built canvases for in-IDE dashboards and reviews
Cursor 3.1 now lets agents create interactive canvases—persistent, React-based UIs—for dashboards, diffs, and data-heavy tasks inside the IDE. Cursor...
Chatter about OpenAI "specialized models"—prep your routing and evals, wait for official docs
A Medium post claims OpenAI shipped three specialized models in 72 hours, but there’s no official confirmation yet. A community write‑up says OpenAI ...
Sandboxed coding agents: OpenAI updates its Agents SDK, and there’s a clear way to evaluate them
OpenAI’s Agents SDK now includes sandboxing and a model harness, and there’s a practical way to benchmark agentic coding and SRE bots. OpenAI shipped...
Copilot CLI 1.0.32 brings smarter sessions and attachments; watch for Copilot usage/billing glitches
GitHub shipped Copilot CLI 1.0.32 with notable agent UX upgrades while users report Copilot usage metric and billing anomalies. The new release adds ...
Claude Code CLI 2.1.111–114: native binary, stricter egress, Auto mode polish, and PowerShell
Anthropic shipped a dense set of Claude Code CLI updates that tighten security, speed up the tool, and add deeper automation options. Release notes o...