2026-10-28 18:36 UTC
DANGMUAAI & Developer Tools, Decoded

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Dev ToolsOct 27, 20263 min read

Apple Puts an AI Assistant and MCP Into Pages and Keynote

Apple is adding an AI assistant to Pages, Keynote and Numbers in beta, and the three apps now support the Model Context Protocol on macOS 27 or later.

AI ModelsOct 27, 20265 min read

GPT-6.1 Terra Costs $1/M Input: What Should Move to It

OpenAI's GPT-6.1 Terra ships at $1 per million input tokens with computer use built in. The full price table, the 272K cliff, and what to move.

AI ModelsOct 27, 20264 min read

Best LLM for Browser Agents: Sonnet 5.5 vs Opus 5.5 vs Holo4

Vendor-claimed OSWorld scores and list prices for six browser-agent models, plus the per-task math showing caching cuts the bill by over 80%.

AgentsOct 26, 20264 min read

One File in ~/Downloads Can Hijack Your Coding Agent

An AGENTS.md dropped into ~/Downloads by a web page made a coding agent install malware, reproduced against Codex with a success rate above 90%.

IndustryOct 26, 20266 min read

Anthropic's S-1 Is Public: $16.3B Revenue, 900% Retention

Anthropic's public S-1 reports $16.3B in first-half revenue, a $693M operating loss, about 900% net revenue retention and founder control of 50.1% of votes.

Dev ToolsOct 26, 20264 min read

MCP C# SDK 2.0 Is Stable: 10 Breaking Changes to Triage

Microsoft's stable MCP C# SDK 2.0 makes HTTP stateless by default and ships ten numbered breaking changes. Which are build warnings, which reach production.

AgentsOct 25, 20264 min read

A $7 ESP32 Gives an AI Agent Hands on a Real iPhone

An ESP32-S3 board plugs into an iPhone and acts as an AI agent as eyes and hands over AirPlay and USB HID. Here is the full setup, and the limits that bite.

Dev ToolsOct 25, 20266 min read

Docker sbx: What a Sandboxed Coding Agent Can Still Delete

Docker Sandboxes runs coding agents in a microVM with full autonomy on by default. Here is what crosses the trust boundary, and what your agent can still delete.

AgentsOct 25, 20264 min read

Claude Duet vs Grok Bot vs Muse vs Dots: What You Pay

Four always-on AI agents, priced and compared: Duet is free on Claude Pro but US-only, Grok Bot starts at $30/mo, Dots needs a $100 ChatGPT Pro plan.

AI ModelsOct 24, 20263 min read

text-embedding-3-small vs large: Which to Start With

A guide prices text-embedding-3-small at $0.02 per 1M tokens with 1,536 dimensions, and the large model at 5x that. When the upgrade is worth it.

Dev ToolsOct 24, 20266 min read

The M4 Mac mini Linux GPU Driver Was Mostly Written by AI

Two developers shipped an OpenGL ES 3.0 conformant Linux GPU driver for the M4 Mac mini in about a month, with coding agents writing most of the code.

AI ModelsOct 24, 20264 min read

Kimi K3.1 Pro vs Claude Opus 5.5: Half the Price Per Token

Kimi K3.1 Pro lists at $2/$10 per 1M tokens, half of Claude Opus 5.5 and level with Sonnet 5.5 — but cached input pricing flips it for agent loops.

AI ModelsOct 23, 20263 min read

Only 19% of New Pages Get Cited by ChatGPT or Claude

A 4,000-article study puts ChatGPT median time to first citation at 3.5 days and Claude at 9.5 - but four in five pages got nothing in 60 days.