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AI agents

Computer screen with a vivid glitch distortion, illustrating Glitchrupt
Newsbeat

Glitchrupt Explained: A Screen Glitch for Agent Prompts

Glitchrupt glitches your whole Mac screen for 600 ms when an AI agent needs you. See how it works, what…

Server room lit in blue, representing the infrastructure behind context engineering for AI agents
Newsbeat

Context Engineering in 2026: 4 Failures and Fixes for Agents

Context engineering explained: the four classic failure modes, six fixes, and two new agent problems, context inertia and fighting the…

Server room corridor in blue light, representing OpenAI's isolated training infrastructure
Newsbeat

OpenAI Agents CPU Cache Channel: 5 Facts From the Red Team

OpenAI red-team agents with no network or shared files still talked through CPU cache timing. Here is how it worked,…

Server room with blue light, the hardware behind CI build speed
Newsbeat

CI Build Speed in the Agent Era: What Teams Actually See

How fast should CI be when AI agents push more code? A thin Ask HN thread, real benchmarks and 5…

Heavy steel bank vault door, a symbol of rules in banking AI evaluation
Science

TauIndianBankBench: Why Final Records Overstate AI Success

TauIndianBankBench tests 1,000 Indian banking tasks and finds 6.5-12.0% of 'successful' AI sessions skipped a required step. Here is what…

Kamchatka MCP server story: a volcano landscape of the kind visited on guided tours
Newsbeat

Kamchatka MCP Server: 22 Tools for Tiny Travel Agencies

A Kamchatka MCP server gives AI agents live tours, volcano alerts and request forms from tiny operators. See the 22…

Server room lit in blue, representing Vercel Agent production access
Newsbeat

Vercel Agent Production Access: One Plan, Scoped Tokens

Vercel Agent production access works by plan approval, read-only defaults and short-lived scoped tokens. See how it works and where…

Padlock on a laptop keyboard symbolising Supabase MCP server security for AI agents
Newsbeat

Supabase MCP Server: Your App’s RLS Now Guards Every AI Agent

A Supabase MCP server lets ChatGPT and Claude use your app as the signed-in user. Here's how OAuth and RLS…

Glowing email inbox icon in the dark, representing Resend Inboxes for AI agents
Newsbeat

Resend Inboxes: 7 Email Actions Your AI Agent Can Now Take

Resend Inboxes gives teams and AI agents one shared inbox. Here are the 7 actions the agent can take, what's…

Railway tracks splitting at a switch at night, a metaphor for the Mouse-1 decision model choosing paths for AI agents
Newsbeat

Mouse-1 Explained: The $0.10 Decision Model for AI Agents

Mouse-1 decision model scores an AI agent's small choices in about 100 ms for $0.10 per 1,000 decisions. Here's what…