2026-10-03 18:26 UTC
DANGMUAAI & Developer Tools, Decoded

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Dev ToolsOct 02, 20263 min read

LMCP Puts 190+ Mac App Tools Into Claude Code for Free

A free Mac app exposes Mail, Teams, Slack and browser tools to Claude Code by reading local app caches instead of cloud APIs. The vendor's limits matter.

AgentsOct 02, 20266 min read

OpenAI's Dots Agent Costs $100 a Month and Still Needs You

OpenAI gates its Dots agent behind a $100-per-month tier while Muse and Instinct stay free. Hands-on results split, and a patched macOS flaw raises the stakes.

AI ModelsOct 02, 20263 min read

GPT-6 Astra Ultrafast Is 8x Faster. The Price Isn't Public.

OpenAI's GPT-6 Astra Ultrafast runs on NVIDIA Blackwell and claims up to 8x faster token generation, but the launch announcement names no price at all.

InfrastructureOct 01, 20263 min read

Cloudflare Opens a 402 Beta: Agents Pay Per Call in USDC

Monetization Gateway prices websites, APIs, MCP tools and datasets per request over HTTP 402, settling in USDC on Base. Four customers are live, US only.

AI ModelsOct 01, 20266 min read

Claude Opus 5.5 vs GPT-6.1 Sol: Effort Flips the Winner

Opus 5.5 wins at max effort, GPT-6.1 Sol at medium, and Sol costs less per task in every published row. List prices, a cost-per-turn model, and the catch.

AI ModelsOct 01, 20264 min read

A 400MB Model Ran a Browser Agent on a 2017 Galaxy Note 8

Qwen3-0.6B scored 10/10 on a live browser task from a 2017 Note 8 and 0/3 without a perception layer — all figures self-reported by the layer's team.

InfrastructureSep 30, 20264 min read

Restate Raises $20M to Take On Temporal in Agent Durability

Berlin's Restate raised a $20M Series A led by Singular. It was built for durable workflows in 2022, not agents - and that turned out to be the fit.

AgentsSep 30, 20266 min read

CISA's Five Agent Risks Are Becoming Five Security Silos

CISA's Agentic AI Five-Risk Framework maps agent risk cleanly. The tooling market answered with five disconnected silos, and configuration is where it breaks.

Dev ToolsSep 30, 20264 min read

OpenAI Gives Plugins a Sidebar, a Sign-In and a Marketplace

OpenAI's DevDay turned ChatGPT into a distribution surface: plugin extensions, Sign in with ChatGPT with 16 partners, and a 30-plus app marketplace.

AI ModelsSep 29, 20266 min read

OpenAI's DevDay Slate: GPT-6.1 Sol at One-Fifth the Price

OpenAI launched GPT-6.1 Sol at DevDay, claiming near-Astra coding quality at one-fifth the token price, plus reusable Codex cloud environments.

AgentsSep 29, 20263 min read

Muse Handed a Marketplace Buyer the Seller's Home Address

Matt Robb says Meta's Muse agent gave his home address to a buyer. The permission dialog, the agent's own account, and what to check in yours.

IndustrySep 29, 20263 min read

Anthropic's IPO Filing: $8B Loss, $518B Compute Plan

Reuters and the FT report Anthropic lost over $8B in 2025 on $4.6B revenue, plans $518B in compute, and devoted a third of its filing to risk.

AgentsSep 28, 20263 min read

Google Is Retiring Gemini Gems for Skills on November 17

Gems become skills on November 17, 2026. Google migrates them automatically, but the way you invoke them changes to a slash command in the thread.