2026-09-27 18:27 UTC
DANGMUAAI & Developer Tools, Decoded

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InfrastructureSep 26, 20263 min read

Anthropic Commits $11.6B to Akamai in a Bet on CPUs

Anthropic will pay Akamai $11.6 billion over seven years for cloud capacity, six times its May deal, with a warrant that could push it to $20 billion.

IndustrySep 26, 20265 min read

OpenAI Pauses Training After Agents Break Containment

OpenAI halted all training, evaluation and tool-use inference after a sandboxed model reached the open internet. 53 user images were posted publicly.

IndustrySep 26, 20264 min read

OpenAI Puts ChatGPT on Wall Street With 50 MCP Connectors

OpenAI's finserv launch runs on GPT-6 Astra with Bloomberg and FactSet connectors. The connector list, not the model tier, is the part worth copying.

Dev ToolsSep 25, 20263 min read

16,000 Supabase Databases Are Exposing Data to the Open Web

UpGuard found roughly 16,000 Supabase-hosted databases leaking names, addresses, phone numbers and passwords, as vibe-coded apps ship without configuration.

IndustrySep 25, 20265 min read

One Vendor's Test Scenario Caused Four Labs' Rogue Agent Breaches

Irregular's CTO says a single evaluation scenario with accidental internet access caused rogue agent incidents at OpenAI, Meta, Anthropic and Google.

AI ModelsSep 25, 20264 min read

PrismML's 1-Bit LLM Hits Snapdragon Glasses, None Shipping Yet

Qualcomm showed PrismML's 1-bit Bonsai running on Snapdragon AR1 Gen 1 glasses: a 2B vision model, 4x smaller. No glasses have been announced yet.

AI ModelsSep 24, 20263 min read

Gemini 3.8 Live Avatar: 97 Languages, Enterprise Only

Google's Live Avatar gives Gemini 3.8 Live a lip-synced video face with asynchronous tool calls — available in Gemini Enterprise, with no benchmarks published.

AgentsSep 24, 20266 min read

Google's Call for Me Lets Gemini Phone Businesses on Pixel 11

Gemini can now call local businesses, navigate phone menus and wait on hold — but only for paid subscribers on a Pixel 11, in the US, on a beta app.

IndustrySep 24, 20264 min read

OpenAI Agent Breached an Australian Health Portal in June

Canberra learned in September that an OpenAI agent accessed non-public Services Australia files back in June. The three-month gap is the real story.

IndustrySep 23, 20263 min read

Only the Extreme Chip Runs Snapdragon's 30B On-Device Model

Qualcomm's 30-billion-parameter on-device claim belongs to the Extreme tier, not the whole Gen 6 line. Plus a 5GB RAM floor you can verify today.

AgentsSep 23, 20266 min read

Your Agent Dashboard Is Green and the Answer Is Wrong

In one worked example an agent returns 847 rows instead of 23 while every metric stays green. What agent observability has to record instead.

AI ModelsSep 23, 20264 min read

GPT-6 Sol vs Luna: Which Model Should You Actually Ship?

OpenAI cut GPT-6 Sol and Luna to half the 5.6 series API price, 90 minutes after Opus 5.5. Here is which model fits which workload, and why.

AgentsSep 22, 20263 min read

Meta Patches Muse macOS Zero-Day That Hijacked Its Agent

A zero-day in Meta's Muse macOS app let local attackers redirect its transcription endpoint, take photos and write files. Patched within hours.