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Supabase makes MCP access centrally governed through enterprise SSO

Supabase has implemented MCP Enterprise-Managed Authorization using identity-provider assertions, short-lived tokens and existing Supabase role boundaries. It gives organizations a central on/off switch for approved AI clients while keeping access scoped to the individual employee rather than sharing a powerful organization token.

Funes gives coding agents a local memory that can follow you across tools and machines

Funes treats agent memory as user-owned data rather than a hosted account feature: retrieval and reranking run locally, provenance stays attached to recalled passages, and cross-machine sharing is optional. The main risk is that publishing session-derived memory can still expose secrets if redaction misses them.

Cloud Run adds singleton instances for long-lived, individually addressable workloads

Cloud Run instances sit between autoscaling serverless services and a small VM. They run one individually addressable container continuously, can be stopped and restarted, and use shared CPU economics; Google’s launch example prices 1 vCPU plus 1 GiB running for 30 days at $5.70.

Railway Cloud Agents turn coding agents into persistent deployment-adjacent VMs

Railway Cloud Agents are managed, persistent development machines rather than a new model or harness. They reuse developers’ existing agent credentials, sleep when disconnected by default, retain disk state, and live inside Railway project environments—blurring the boundary between remote coding workspace and deployment platform.

A 3,940-product SaaS census finds flat platform pricing is more common than pure per-seat billing

The useful finding is not that one pricing model has 'won.' It is that observable SaaS pricing is much more heterogeneous than the default per-seat narrative suggests—and that the answer changes sharply with methodology. PulseSignal’s living public-price census keeps moving, and its latest disclosed extraction audit improved to 90%, but the data should still be treated as directional packaging evidence rather than a universal market truth.

Pantheon starts moving existing WordPress and Drupal sites off its Valhalla filesystem

This is a platform architecture migration rather than a user-facing feature. Pantheon says no action is required, but builders operating storage-sensitive WordPress or Drupal workloads should know when their tier moves and verify backup, restore and file-handling behavior around the change.

AWS is acquiring DuckLabs while DuckDB stays under independent foundation stewardship

The DuckLabs deal separates company ownership from project governance: AWS gets the team behind DuckDB, while the DuckDB Foundation keeps stewardship and the MIT license stays in place. Builders should watch whether that separation remains meaningful as AWS integrates the Duck Stack into its analytics services.