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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...
Inbox-to-events with Gemini, plus free Gemini Notebooks for persistent project context
Google opened Gemini Notebooks to free users, while a Gmail-powered CarbonTrace demo shows how to turn emails into structured events with Gemini. Fre...
Guardrails for AI Coding: Master Prompts and Swagger to Stop API Drift
Teams are tightening AI coding guardrails with master prompts and API governance to prevent architecture mistakes and API drift.
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 ...
Anthropic ships Claude Opus 4.7: stronger agentic coding, stricter prompts, and a new "Claude Design" preview
Anthropic released Claude Opus 4.7 with big gains in agent coding, tighter instruction-following, and a research-preview tool for AI-generated visuals...
Cursor’s $2B funding push meets forum reports of instability
Cursor is reportedly raising $2B at a $50B valuation while users flag reliability issues in recent builds. A report says Cursor is in advanced talks ...
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...
Claude Opus 4.7 ships: big coding gains, higher-res vision, and a tokenizer change that hits your bill
Anthropic released Claude Opus 4.7, a GA model with major coding, vision, and instruction-following gains plus a tokenizer change that affects costs. ...
Anthropic launches Claude Design: chat-to-canvas prototypes with code handoff
Anthropic launched Claude Design, a chat-plus-canvas workspace that turns prompts and your brand system into shareable prototypes, decks, and handoff-...
Antigravity Awesome Skills v10.3.0 ships MCP discovery workflows and a mise toolchain skill
Antigravity Awesome Skills v10.3.0 adds 1,423+ AI-coding skills, MCP discovery workflows, and a mise toolchain configuration skill. The latest [relea...
Agents grow up: sandboxed execution and first-class memory land in production stacks
OpenAI and Cloudflare shipped safety and memory primitives that make agentic systems more production-ready. OpenAI upgraded its Agents SDK with sandb...
Cursor 3.1 adds agent-built Canvases; promising for data-heavy work, but stability bugs persist
Cursor 3.1 now lets agents build interactive canvases, turning chat replies into durable visual dashboards, diffs, and workflows inside the editor. P...
Copilot CLI 1.0.32 ships solid agent upgrades; watch for temporary Copilot usage metrics spikes
GitHub shipped Copilot CLI 1.0.32 with useful agent and reliability upgrades while some Copilot dashboards show a temporary usage metrics mismatch. T...
OpenAI turns Codex into a multi‑agent superapp with background computer control
OpenAI expanded Codex from a coding helper into a multi‑agent, do‑the‑work app with background computer control, a built‑in browser, memory, and autom...
Claude Code ships native CLI, tighter sandboxing, and a desktop redesign for parallel agent work
Anthropic pushed rapid Claude Code updates and a desktop redesign that tighten security, speed up reviews, and make multi-session agent work practical...