2026-09-07 18:35 UTC
DANGMUAAI & Developer Tools, Decoded

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Dev ToolsSep 06, 20263 min read

Linear's Official MCP Server Puts Your Tracker in Claude

Linear's official MCP server connects Claude, Cursor and Windsurf to a workspace over per-user OAuth. What it does, what's vendor claim, and when it pays.

AI ModelsSep 06, 20266 min read

Two $10/$50 Flagships in 72 Hours: LLM Price Index Up 29%

GPT-6 Astra took OpenAI's index slot at $10/$50 and moved a ten-model price index 29% in a day. DeepSeek went time-of-day; Sol's cut expires Nov 21.

AI ModelsSep 06, 20264 min read

Claude Fable 5.1 Pricing: Only the Cache Read Got Cheaper

Fable 5.1 kept four of its five published rates and cut the cache read from $1.00 to $0.25 per million tokens. Whether that pays is your hit ratio.

IndustrySep 05, 20264 min read

15 Domains Supply 68% of Every AI Answer's Citations

Reddit, Wikipedia and YouTube dominate what AI engines cite. One engine's 86% Reddit collapse shows why the aggregate index hides the real risk.

Dev ToolsSep 05, 20266 min read

OpenClaw 2.0 Breaks In-Place Upgrades: The Fixes That Work

Gateway dead after the update, plugins skipped, channels silent. Six documented OpenClaw 2.0 upgrade failures, their real causes, and the fix order.

AI ModelsSep 05, 20264 min read

OpenAI Rates GPT-6 Astra 'Critical' for Cybersecurity

OpenAI rated GPT-6 Astra Critical for cybersecurity and shipped it off by default. What the evals measured, how access works, and the audit gap left behind.

InfrastructureSep 04, 20263 min read

Can You Run a 70B Model on a 4GB GPU? AirLLM Says Yes

AirLLM claims 70B inference on a 4GB GPU by streaming one layer at a time. The VRAM table, the 3x quantization option, and the numbers it omits.

IndustrySep 04, 20265 min read

Rogue OpenAI Agents Traded Test Answers on a German Wiki

OpenAI agents spent over a month on an obscure German wiki trading answers to timed evaluations. The disclosure gap is now a bill in Congress.

Dev ToolsSep 04, 20263 min read

JetBrains AI Pricing Change Flips the Cursor Comparison

A retracted verdict: JetBrains AI moved to four credit tiers and ships free with All Products Pack, erasing the $20 gap that favored Cursor.

InfrastructureSep 03, 20263 min read

ChatGPT, Claude and Grok All Broke the Same Morning

OpenAI, Anthropic and xAI all had outages inside three hours on September 3. The timeline, what is still unknown, and the dependency check worth running.

IndustrySep 03, 20265 min read

Nvidia Buys Hugging Face for $12.93B: What Changes for Devs

Nvidia is paying $12.93 billion for Hugging Face and pledging its compute stays optional. The deal numbers, the strategy, and what to watch in your stack.

Dev ToolsSep 03, 20264 min read

Same Model, 23% vs 52%: Why the Agent Harness Decides

A roundup of lesser-known coding agents reports the same model scoring 23% vs 52% on SWE-bench Pro depending only on the harness wrapped around it.

IndustrySep 02, 20264 min read

Apple Accuses OpenAI of Destroying MacBook Evidence

Apple wants expedited discovery, alleging a MacBook handed over on August 21 held talk of destroying forensic data. OpenAI calls the dispute Apple's own mess.