Ideas for building
better software.

Ensuring Safety in the Generative AI Ecosystem: Protecting Users from Non-Consensual Intimate Content

Disrupting a new covert influence campaign from Russia

OpenAI banned Russia-origin accounts using AI to promote a fake Israel-based think tank and a “sovereignty” index praising Russia and criticizing the West.

Introducing the Admin plugin for ChatGPT Work and Codex

Use the Admin plugin for ChatGPT Work and Codex to analyze workspace usage, manage members and permissions, adjust limits, and act on admin requests.

Wire It, Run It, Deploy It: AI Workflows in Gradio

Access - Grace periods for service token rotation

Cloudflare Access administrators can now choose a grace period when rotating a service token secret. Both secrets remain valid during the grace period, giving administrators time to update services without interrupting authentication. The dashboard offers grace periods from one hour to 30 days. Administrators can also revoke the previous secret immediately. The API accepts an RFC 3339 expiration time for custom rotation schedules. For configuration instructions, refer to Rotate service token sec

Access - Temporarily turn off Access service tokens

Cloudflare Access administrators can now temporarily turn off service tokens without deleting them. A disabled token cannot authenticate, but its configuration remains available so administrators can turn it on again later. Turning off a token also stops any previous secret in an active rotation grace period. Use this control to contain suspected credential exposure or pause an automated service. For configuration instructions, refer to Turn a service token on or off.

Cloudflare One, Access - MCP server portals support MCP 2026-07-28 specification

MCP server portals support the stateless MCP 2026-07-28 specification for client and upstream server connections. The portal's /mcp endpoint automatically accepts stateless MCP 2026-07-28 requests and earlier 2025 Streamable HTTP clients. When the portal connects to an upstream Streamable HTTP server, it checks for MCP 2026-07-28 support and falls back to the 2025 handshake when needed. Client and upstream protocol selection are independent, so clients and servers can upgrade separately without

Problems with large tables in Postgres

Tell me to stop when I name the largest table in your database: logs, ledger, notifications, feed, events, chonk ... admit it, I got it, right? Product success leads to lots of data, lots of data leads to big tables, but big tables lead to predictable problems. A table can be large (many rows), wide (many columns), or "fat" (oversized values). Any of these can cause you problems. How a large table can cause an outage First, let me tell you a story. A customer had two tables, A and B. Table B is